{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "ccb78ba5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# %% import \n",
    "\n",
    "import sys,copy,os,inspect\n",
    "if hasattr(sys.modules[__name__], '__file__'):\n",
    "    _file_name = __file__\n",
    "else:\n",
    "    _file_name = inspect.getfile(inspect.currentframe())\n",
    "CURRENT_FILE_PATH = os.path.dirname(_file_name)\n",
    "sys.path.append(os.getcwd()+\"/../neuronVis\")\n",
    "import pandas as pd\n",
    "import Scene\n",
    "import BrainRegion as BR \n",
    "import IONData \n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "matplotlib.use('module://matplotlib_inline.backend_inline')\n",
    "%matplotlib inline\n",
    "iondata = IONData.IONData()\n",
    "#%%\n",
    "from skimage import draw, io\n",
    "import Flatmap\n",
    "import Visual as nv\n",
    "from tqdm import tqdm\n",
    "br = BR.BrainRegion()\n",
    "br.praseJson()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "89c894ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "neuronsProject2SSp = iondata.getNeuronListByProjectBrainRegion('SSp')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a4e7fcb3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10346"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(neuronsProject2SSp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "e29d6a0a",
   "metadata": {},
   "outputs": [],
   "source": [
    "for neuron in neuronsProject2SSp:    \n",
    "    property = iondata.getNeuronPropertyByID(neuron['sampleid'], neuron['name'])\n",
    "    brproperty=BR.RegionProperty(copy.deepcopy(br))\n",
    "    brpropertyl=BR.RegionProperty(copy.deepcopy(br))\n",
    "    brpropertyr=BR.RegionProperty(copy.deepcopy(br))\n",
    "    brproperty.setProperty(property['terminalregion'])\n",
    "    brpropertyl.setProperty(property['terminalleftregion'])\n",
    "    brpropertyr.setProperty(property['terminalrightregion'])\n",
    "    regionsum = brproperty.getSumProperty('SSp')\n",
    "    neuron['SSpterminal'] = regionsum\n",
    "    neuron['SSpterminalleft'] = brpropertyl.getSumProperty('SSp')\n",
    "    neuron['SSpterminalright'] = brpropertyr.getSumProperty('SSp')\n",
    "    # print(property)\n",
    "    neuron['endcount']=property['endcount']\n",
    "    neuron['xyz']=property['somapoint']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "71af37c1",
   "metadata": {},
   "outputs": [],
   "source": [
    "filteredNeurons=[]\n",
    "for neuron in neuronsProject2SSp:\n",
    "    terCount = neuron['SSpterminal']\n",
    "    if terCount>10 and terCount/neuron['endcount']>0.05 and 'SSp' not in neuron['region']:\n",
    "        filteredNeurons.append(neuron)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "64f81a09",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2849"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(filteredNeurons)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "1665d13f",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Processing Neurons: 100%|██████████| 2849/2849 [00:00<00:00, 79353.81neuron/s]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "201401 006.swc ORBl5 17 0 17 [3133.4609375, 4116.0078125, 4011.0859375] [894, 251]\n",
      "210104 008.swc LHA 44 44 0 [7278.51953125, 5955.05859375, 6545.33984375] [0, 0]\n",
      "17895 013.swc ORBl5 32 0 32 [2821.140625, 3986.265625, 3975.296875] [886, 267]\n",
      "220195 271.swc PIR 53 0 53 [7029.80859375, 5586.71875, 1497.19140625] [0, 0]\n",
      "220239 173.swc PERI5 44 44 0 [7552.8203125, 4872.51171875, 10052.69921875] [316, 968]\n",
      "221718 057.swc ECT5 29 0 29 [7244.76171875, 4819.859375, 1262.19921875] [307, 918]\n",
      "221730 002.swc ENTl3 31 0 31 [7368.80078125, 5137.30078125, 1221] [0, 0]\n",
      "194785 014.swc AId5 25 0 25 [2700.80078125, 3880.43359375, 3677.66015625] [808, 318]\n",
      "220239 158.swc ECT5 26 26 0 [7310.76171875, 4622.3515625, 10222.3984375] [335, 931]\n",
      "230114 040.swc ECT2/3 20 0 20 [7874.140625, 4644.48046875, 1024.8984375] [358, 1016]\n",
      "194781 083.swc AId5 15 0 15 [2634.51171875, 3546.984375, 3519.3203125] [777, 357]\n",
      "195838 031.swc MOs5 28 0 28 [4329.0234375, 1697.51171875, 4839.171875] [932, 575]\n",
      "201399 008.swc ORBl5 37 0 37 [3279.51171875, 4365.453125, 3766.1875] [856, 244]\n",
      "192310 009.swc AId5 23 0 23 [2810.9140625, 3585.71484375, 3625.62109375] [778, 350]\n",
      "195826 060.swc ORBl5 52 0 52 [3153.52734375, 4090.61328125, 3965.3046875] [886, 252]\n",
      "201401 005.swc ORBl5 46 0 46 [3303.41015625, 4267.328125, 3960.6484375] [878, 248]\n",
      "201767 002.swc MOs5 32 32 0 [3258.8125, 2271.84765625, 6766.37890625] [900, 454]\n",
      "000002 1060693792_17782_3487-X11014-Y17041_reg.swc AId6a 17 0 17 [4019.5, 4183.80078125, 2947.28125] [641, 371]\n",
      "220197 278.swc AId5 33 0 33 [4349.01171875, 4885.23828125, 2347.9296875] [529, 371]\n",
      "221090 037.swc MOp5 39 39 0 [3880.6796875, 2266.71875, 7606.80078125] [798, 513]\n",
      "195838 051.swc MOs5 19 0 19 [4622.0390625, 1702.6953125, 4835.20703125] [935, 600]\n",
      "194780 067.swc ORBvl5 30 0 30 [2434.78125, 3159.8828125, 4596.07421875] [937, 267]\n",
      "195826 016.swc ORBl5 38 0 38 [3232.01171875, 3974.11328125, 4177.9140625] [914, 249]\n",
      "210990 015.swc LHA 15 15 0 [7070.30859375, 6088.6484375, 6795.01171875] [0, 0]\n",
      "220239 169.swc TEa5 13 13 0 [7425.55078125, 4283.87890625, 10126.6015625] [361, 933]\n",
      "221423 055.swc AUDp6a 14 14 0 [8589.578125, 2901.23828125, 9943.6796875] [567, 990]\n",
      "221705 024.swc VISpor4 23 23 0 [9194.5, 2560.3203125, 9914.23046875] [606, 1038]\n",
      "221754 058.swc RSPv2/3 14 0 14 [6703.28125, 983.69921875, 5506.66015625] [1041, 820]\n",
      "230080 144.swc AUDp2/3 14 0 14 [8208.28125, 2156.3984375, 1198.19921875] [595, 944]\n",
      "233667 287.swc VISl5 33 0 33 [9422.4609375, 1912.328125, 2361.1796875] [663, 1092]\n",
      "211975 053.swc RH 27 27 0 [6302.80078125, 4709.921875, 5760.30859375] [0, 0]\n",
      "201399 001.swc ORBl5 22 0 22 [3383.68359375, 4041.20703125, 4020.078125] [895, 250]\n",
      "194784 073.swc ORBvl2/3 12 0 12 [2404.76171875, 3254.51953125, 4701.14453125] [950, 262]\n",
      "221449 061.swc ORBl2/3 20 0 20 [2518.16015625, 3668.78125, 4304.421875] [914, 270]\n",
      "210989 010.swc LHA 11 11 0 [7020.890625, 5802.7890625, 6843.55859375] [0, 0]\n",
      "220198 036.swc AId5 36 0 36 [4386.8203125, 4631.5703125, 2074.6796875] [516, 415]\n",
      "221090 131.swc MOs5 19 19 0 [3340.05859375, 2443.6015625, 7866.48046875] [775, 461]\n",
      "221477 028.swc GU2/3 33 33 0 [3955.98046875, 4302.859375, 9323.48046875] [573, 418]\n",
      "221752 013.swc MOp2/3 24 0 24 [3369.44140625, 2982.4609375, 2737.01953125] [700, 463]\n",
      "220198 014.swc GU5 23 0 23 [4633.1015625, 4527.37890625, 2080.41015625] [492, 449]\n",
      "200315 014.swc AId5 28 0 28 [3532.0859375, 4077.22265625, 2958.96484375] [679, 354]\n",
      "220103 049.swc MOs5 24 24 0 [3111.71875, 2261.9296875, 6539.76953125] [959, 428]\n"
     ]
    },
    {
     "data": {
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Pg+HZ6ikZjUauXLliDZru7u5ky5YNnU5Hjx49rOscXbx4keXLlxMXF0dwcLD1eA8PjxSV9vLkycOIESNo2bJlilBoNputYen333/n7t27XL16lcWLF6e6rQaDge+++4569eo903MVQryaJAhJEBJCiExLKYVSirNnz1p7d8xmM7NmzeLy5cspbrwfxdnZmSlTplChQgUAsmXLRvbs2TO0zUFBQbRo0YJDhw4BsGPHDqpXr86D/0ond1ykdw+G0Whk2rRpfPHFFyQmJj5ynwdvF9J6/afdajzufMnH6XQ6Ro0aRbFixazFIAIDA1m3bh0Aly5deqhIxNPamHzuOnXqsHr1ahkOKMR/iAQhCUJCCJEpKaUICAigT58+BAUFcfPmzUfulz17dipVqvTQ456envTv35/ixYuj0+kyurlWq1atok2bNgC8+eabbNnyO38fvszC1X9jNJrImcOdQR/WI5931gwZymU0Gjlz5sxD858ATp06xapVq6w/f/DBB6letDUpKYkpU6bw888/ExMTg6ZpvPXWW9ZhhXny5KFLly4PHRceHs6ECRP47bffMJlMeHp6EhER8cShb6Xbl8ZcyUxMuRjCyoTR5nYbeob0fGi/+Ph4+vXrx4EDB9A0jUGDBjFu3LhUPR8hxKsvtUFI1hESQgjxWlNKcfz4cW7cuAFAdHQ0gwcPthYGAMvwtxIlSgCWnoKPPvqIokWLUrhw4ZfR5IeYzWYuXLgAQNasWfnmm29wdHLi0rUwftl6mMQkE4Xy5eDD1tUzrA0GgwE/P79HbvP39+f9999/5nMvWrSIEydOkJCQgKZpFC9e/IlzkGJjY9m1axfe3t7Wnps7d+5AZ2AkZL2QlTITyqBL0lGsWDHatGnDTdubtPZvTYL2zxpNc73mMirHKDzxfOgaAwcO5IMPPiAhIYGjR48SHR2dqoIWQoj/DglCQgghXlvHjh1jxowZ/Pzzz9y+ffuh7YUKFWLq1KkULFjQunbOq8ZsNjNnzhxGjRoFQLly5ahduzZGk/mhfefOcmPTeo327WHkyH+Gyr1ol7jEfvZTn/pkIctT99fpdJQqVeqp+0VHR7N//35WrFjBggULUgyp0+v1qFkKs52Z27lu06NaD5rS1Lp9Jzv/CUEK0CC3yo0rj/40uHnz5hw5coRvv/2WP/74g6+//prx48c/tY1CiP8OCUJCCCFeK8eOHSMiIoLr16/Tr1+/FAGoQIEC5MqVCwB7e3smTJjw1PV3Xjaj0cjkyZOJi4sDIG/evI/cLyneldkz3AEYMwY6vXubQsPawu3bMGcO3K/MltFuchN//InRYiiiinCSk+hI4xDCnTuhTx/Il4/Azz4jMCiIefPmERMTY50jBWBra0u5cuUo/kFxdHV0zLWbC4CmNApSMMUpq1CF9qo9W9hCV7pSUBWkAQ2wwYZH0ev1lC1bFjs7OxISEjhy5Ij0CgmRyUgQEkII8cpTSnHixAmOHz9Onz59UixgCpYA1LVrV9q1a4e3t7f18detLHKrVq0YO3bsI7fpDfG4uJiIitLj7KzIumYObNsGSsHgwZbvH7B7NwwYAPnzw/z58Lj7+1BC6UxnIolkDnMoQYmH9rl8Gc6cgVq14LzdeWK0GADOameJV/E4ksZS2/36wcmTcOIEq7ZtY9T9EJjMzs4Of39/mjVrRuFPCtPc0Nyy4X4HkS+++JFyGJ8BA4tJfcU4gGbNmtG/f3++/fZbtm/fzvDhw5kwYULanosQ4rUlQUgIIcQrSynFqlWrWLJkCX///TcRERHWbQULFsTV1ZXs2bMze/ZsfHx8XrvgA7B9+3auX7+Opml0/qozAW4BVKUqun/9E60zJLJkZQiXzuakXj2NLHtyoJnNlmyQP/9D5/34Y0vWCAiAqlUtHTD/9tVXMMt3Ivc6/46mwRCGsJ71KfY5exZKl4aEBI2GDRVrN1SiqWrK7/zOIAalKQTdvXuXS5cuoY+I4A2l0IBT90NQgQIFqFbKjSNTIjib8zqn9KeorWpzUDuIpjQUCkccscOO8aTPEDa9Xk+5cuWsvUKHDx8mJiYGJyendDm/EOLVJkFICCHEKyUsLMxa+ODo0aP07duXqKgo6/b8+fNTrFgx5s2bR/bs2a3h53UMQQDBwcHExsZCAWhWrBnxWjyNVCPW8vND++bJa+Td+vfnBhXtgnJygjt3oHPnh/b18bEEIdDInVtx/jz07w+urvDlrOu0vdebwHJAQBnQmVFKwxvvh84TEGAJQQC7doENNqxlbZqeY2hoKF988QWBgYEEBATgrBSts0J0EQi74U2DoiVZUbky/by/4lhuQLN8jdZG84f6g5Ws5A53WM5yGtIwTdd+mqZNmzJgwADGjh3Ln3/+ybBhw6RXSIhMQoKQEEKIlyIxMZFLly5ZFxLds2cPAOfOneP48ePAP+sBgWW9ly5dulCjRg2yZcuGpmmvbfh5lILvF+SC3lI5bhvbnrI3ljR0v9z2oyxdCnPngq+volkzaNoUtmyxbDszaDiBZTdAXiAsG3SbR7cJZxjm+slD53nnHfD3V5w4AV9+mbbndPv2bcLCwli5aiULji2Aq4ACUyFHlh2II85dUf+3YDbYL0E3aRLZbLGEICz76dBRkpJc4lLaLpwGer2eChUqYGtrS2JiIitWrKBZs2ZUqVIlw64phHg1SBASQgjxwoWEhDBnzhzGjBmD2WzGZDI9tOimq6sr2bJlA6Bo0aLMnz8/wxc1fZnyncmHrdmW09ppBjP4uc+XJYtl6lAyz/sVpM1myKI80DRlKa4W7kG+5oeY5zaHnxOX8s3WRRjvGDAYdOT2ykLR/DnZs9cdG4MNBsM/wfPytTD+2H2KxKRHr+uj08HShXM4+PfvGOdFQgAQAzmv5EGLc+SG+xkAfq8DB1v8QFDxcjT95VdcI2F9t0LYeWXlG8PXZNWy/hOOMsi7777LgAED+Pbbb7l58yZt2rRh1apVj1xnSgjx3yFBSAghxAtz7NgxZs6cyc6dO7lw4QJmsxm9Xo+3tzeaplGlShXeeustAAoXLmy9EdXpdNjYPLr613/FjnU7OBR4iKKlimKHHUYeLp/9PCZPhnz5wM0NurwxnJl4YDZDyx5tKexiqVQXZhtK/5UzSNqTDZ1Ow9XFgdw53GlUy5/OLavh65PVushs4NnrfD7uJyKiUhY6UJ5xYGvCEOpCUqIBslSGplsABU5ws3gQaOB4w5bYXIl8NFnHBycjODdpPIwxoh3OhkfzWlQrWxiPfgVQRTK+TLher6dr165s3LiRkydPcv36dVq3bk2DBg3o0KEDVapU+U/1PgohLCQICSGEyHBhYWFcvnyZ9u3bWxcOBXB3d6dt27aMHj0aGxsbDAbDfz7wPI7ZbAYFdtg913lOnoTx46FYMfj0U0vPDFjmBg0dmryXA4MZTKLZyOptB3FyLkpM7TNwwoP4g25gNmMyw5170dy5F83ZSyGcunCDMZ+1pLBvDjRNQymF2Wz5sqp8AxZuBRtF0uFssKIQ/FSIHJsqEdpmDzbKBiNGFIrYkZVw+DMH82LtMfrfhXyWeWCqTBh3tDA2bo/DK5sb3w5uhYuz/XO9JqlRoEABVq9eTYsWLTh58iTBwcHMmzePTZs2sWnTJvz9/TO8DUKIF0uCkBBCiAyTkJDAzJkzmT17NteuXSM+Ph4AX19fPvroI2rWrEnp0qUzbfjJCK1bW0pdm80aBQooWrR49H5KKU5fuMHE77cQc+pNyFIam2gn/Iv6kN8nG7FxiRw+cZWbYeEkJBr5dcdxCvt68VWfxjg5PhzW8hZ1QesZzRW9spS5fiMMyoTByayYxpVhVZ6xOHvkpOvQS4RGnsV85jBxGpQonJui+cuw/dox7vlcQ7fTB/NtB4yYuXDlFnEJiekehP49DDN5vlnhwoX56aef2LhxI0uWLCEwMJAbN24wZ84cpk+fbu0NE0L8N0gQEkIIke6UUhw+fJgpU6awYsUKTCYTAC4uLuTMmZNly5ZRpkwZGW70BBpga2PAxdmBxEQjTo526NPxRtxoMvP7Xyc5c+EmKA19uANN65dhWL8m+PpkJSHRyOY/jzNk3BqCbtwhMcnExu3H6Ni8CoULZCfc5g5m9ziIUlDtBtd+2A560Cs9JkyWMKQBKIwmM/axzgz5uAAhxwugVF3INgOcDlEwX3YaVy1Lk4Dl7N9wkqVzjhJBPHYuGnEfHWCM202G8iVZyPJcz1ehuM1tHONd+HH9QS5dCwOgVBFvmtUvi41Bj6ZpFC1alKJFi/Luu+/SsGFDLl26xNq1a2nfvr11AVYhxH+DBCEhhBDpKiEhgfnz5zNx4kQuX74MWOZgtG3blj59+lCwYEHc3NwkBD2FTqfRtG4ZypfyRSmFna0N+byzPvW4H3+EceOgWDHFe++l3BYXB3o92NpCXLylxyc+MQkAN1dHOrxXmSIFvNDrdNjb2fDu26X5becJlv2yF7NZcTM0nNPXrvJ+wQYE1gyEmsCmvJCgx6yzhN0sAUW4N9sd3r0Ff+eE0x44DrjMmjfmEGecCtzv/VOWW5CN24/x285AAMxKkZRkwsXJnsITQthT9Rf2ohHBPX7gh2d+LRWKVrRijbaGN2zK4LqpOTv/Og9A60YVeLd2aWwM+hTHFClShA8++IBhw4Zx69Yt6tevT6dOnZg0aRJ6vf5RlxFCvGakj1cIIUS6UEoREBBAz5496devnzUEFSxYkAkTJjB37lzKlSuHu7u7hKAHlChRAnd394ce1zSNbB4ulC6ehzdK5KV4oVw4Otg+9bUrUQIWLYLPP/9nfhDA2rXg7g45csDhw5CYaCQ8MpbkUWIe7k7kyeWB7oF1mRzsbcnnkxW93nKihCQjh20CCNQC/zlxw6uwx8vyvYJ7C4vBwm3Q7Bza4rZkaXuLG303s8RjHk7Lu1HmzVsYPDeA034ATCYzCYlGEhKNJCVZwpTJbCY8MYrkcnFxpCzI8KDkEuv//npw+211mzXaGgCOGA4Tle/6E1/DZB06dKBYsWLo9Xqio6PZvHkzCQkJqTpWCPHqkyAkhBAiXcTGxtK5c2cWLlyIyWRCr9fTunVrfvrpJ/r16ydDih6jbNmy1jLh+/fvz7DrzJwJSUkQGQmLF1sesxTQfjINMEeXhntNMSdlIW9EIXKoHP/scM4Nvt4PsQa0vjVg6UdgdgD0OBkb0ar1G9ZrGUse4cPep7DJugE0y7Xz5vbkrTeLUKNiUSr4++LqbE9sXCKXvsxB9m1laBDdhHFq3CPbppQiNi6RlRv2M33xNmYs3saOvWesQSgxycjmPwNZsfgIecOKAJDblBunYK9UvWb58uVj586dfPHFFwBcuXKFfv36cfjw4YfmGQkhXj8ShIQQQjwzo9FIQkICR44cYcCAAZw+fRqAQoUKMXbsWBYuXCjVtlJJKcXmzZsz7PwNGgBoaBrUqWOZf+Tm7GgtTX0vPIbrN+9Zb/CVUgQlBLM86SCmm70hojGJ1/qS28GL0+o0Xx+ahWPHpnDeHRxM4GikTH893r7B96+ooTkex/fgm/RI7El96vODenh4W6uG5Vk9sxc/z+3DTzN60fKd8uj1OlSELTH9ytJux2fkVrkf+7x0Oo3f/zpJv6+X0/fr5Yycvp7wqDiUUty6E8lX362l/9cruVGjMh+vncjuiAMY4lMfyrNmzUrz5s3R6/WYTCbmz59P8+bNOXjwoIQhIV5zEoSEEEI8lclkIikpyfq1f/9+Fi1axEcffYSfnx9169bl+++/x2QyYTAYmD9/PoMGDZJeoFTQ6XSUKlUqw68zaBAcOqQ4dQoaNgQHexveKJEHO1vLnJ3wyDiW/ryXKwcCCalaiFJnDBR0yMeFAmes59DMbvj6ZMXtwFnem32aAgec4O9clrsJHXTK1YJ3aoZBjoHgNYwow1pmzN/JO391Z71pA2Uo81C7bAx6nBztcHKww9nJDgd7W2s4M5rMRETF8bi8oWkadnY2NK79Bi5Olspy5y6FcunqLQBOnb/Bhfvf58riQfeiLXDVuab5tStSpAgjR46kYMGCAFy9epXWrVtLGBLiNSfFEoQQIpOyrANjWbQzKCiIAwcOPHbfVatWWXt7AEJDQ7l37571Z03T0Ol0+Pr60qVLF8qXL59xDf+PMRgMNGnShDVr1mT4tcoYjsPmHWDbBEPevNSvXpIfNx7g2OlrmMxm1m4JoPL2nzHVusjJ4lgqvzVeDx/PgLU1aVz3FnmTvNCqV8cvKYktBke8l7fAfDwrjWqVplWHVvx+uTuYQsEpP6AjOOQeC3/aTbmS+ciR9eEQsmH7MYJu3kWn6YiIimVPwAWMRsv70tZGj2cW5ycuqKoBlcsWwK9IbvYevkjY3Sj2HrlIqWI+/HXwPNEx8eg0jbcrF6eQbw4SEpLS/LrZ2dkxePBg3nnnHVq0aMH58+e5evUqrVq1YtWqVZQvX17mvQnxGpIgJIQQmcS/J5GfOXOGHj16EBkZyb1797h27VqazpdcarhIkSJUqlSJunXr4uHhgY+PT3o3/T/NbDZz5syZp+/4vG7ehIoV0eLjUWPGoAUFUbxQLhY5BeF7bSVr7L3pmrUqP0VqjDoEOhOY9UCMHq32JOokRvPNp+1wvHUFLckSJrIb47BVZuJPeuJZJA937txh29bNYHZFc8iJ0juhlGLHvjPs2HuaFg0eDsiBZ4IJPBP80OOaBmVL5qNMibxPDRmeWZxpWNOf/UcvYTSZ+PvQBZrVLcNfB86iFLi7OdC8QTns7WyeKQglK1myJKtXr6Zly5acO3eOoKAg2rVrx/79+/Hw8Hjm8wohXg4JQkII8R8UERHB33//neKxqKgopk2bZq16FRoaSnBwyhvQ7NmzU7ZsWfbt25eix6dMmTLkyPHPBPkGDRpQsWJFcuXKRa5cuTLwmfz3GY1Gfvrpp4y/0M2baPcXtNVu3ULFxmJjNOK/ehEAnWMussr3TXba+9D7amOqvn2LgBJu5D5fiobV36Db4Lco5JsDrUBOVL9+xKxex5cqH/G6+7cSGly8eBGTyYSNisC/WDaOX0m8X50uhsVr91ClXCHrvo/jYG+Lu6sDpYr6MPijd8iTy+OJQUjTNPQ6He/ULMWc5X9y7eZdjpy8yq4D5zhzMQQAvyLeVPD3TZdem+Qw1KJFC86dO0dISAh//PEHjRs3xt4+fRd+FUJkLAlCQgjxHxMREUG3bt1YvXp1qvb39vZm5syZeHp64uHhQeHChTl16hSRkZHWfQoXLoynp2dGNfmleNzcjv/SEKftbKcHPfDBhx/fWEnWvn1h3Tro2xfc3dGSklDe3mjBwZidnPl6Ul/ORBi5FxmDTqejdzY3ShTKRZ7cnjjaP1C6e9IkQvoPofBfJ/gu0QhA8UK5+GmJJWh7enoyc2wfAk7dIC7e0gPj7GRZELZSmQJ8+3krjEbTQ+3V6TQ83J3IlzsrBfPlIJuHCzpd6n4fhX1zUK1CYZb/so/rofeYuWQ7t+9GYWdroEntN3B3dUyfFxXw8/NjxYoVVK9enZiYGNq2bUuPHj1o1qwZlSpVwsHBAfhvvZeE+C+SICSEEK+xsLAwTp48meKxmTNnWkOQg4MDfn5+HDp0CKUUvr6+5MmTx7qvXq9n5MiRVKxYMcU5SpQokfGNT6MLXOA4x6lHPZxwSvVxwcHBXLhwwfqzpmnkzZuXbdu2sTi5jvR92bNnZ9CgQVSoUAGd7jWuJ5SYCL/9xqd1Pueiw0UucpH52g8MnjwZJk/+Zz8bGzhwADV9OlrBgpSvVZ7yqbx5L5A3Oz3z1krx2M8rLAuN+vj4UKRALsqVLvLQcbm9slCqaPoOn0xe8+i9emX5ZesRYmIT2HPY8jvPk8uDhrVKpTpQpVbevHmpXLkyO3bswGg0MnPmTGbNmkW5cuWwt7enePHifPzxx5QsWTJdryuESD8ShIQQ4jV069Yt1q1bx8yZMwkMDHzkPg4ODkyYMIGOHTuyf/9+zGYzBQsWJG/evCn2ex0+tb7ABUpSkgQtgaqqKrvYlWJ7XFwcR48efaiXJzExkU8//ZSAgIAUj/v6+loXfP23zZs38+abb9K4cWNatmz5eg7969QJbeVKiiyHI+9bHiqsCj963x070EaPBkBduQLDh6f9env28GBFg1atWuHi4pL28zynSmUKULxgLg4et/xudTqNutX88PXJlu7vcw8PDzZs2MCYMWPYvHkzR44cISkpiYMHDwLw119/sXr1akqXLo2vry/jx4/Hzc0tXdsghHg+EoSEEOI1YDQaOXHiBElJSRw6dIjZs2enCECurq54eXlx7tw5wBKCJk6cSPfu3dHpdNSqVetxp34tBBJIgmaZ23SAA/Tp04eLFy9at8fGxvLXX389sZSxh4cHsbGxxMfHW0OQi4sLderUoV69ekyZMoVTp04RGxvLjh072LFjB3PmzKFEiRL07dsXX19fvL29M/aJppe9ewGY3xVq5GiNd80ONKABe9iDCy6U5IFeiv37UTodmM2wb1/arzVjBlqfPgBUrV6d2enR/megaRrZPFxoXKc0ASeuYDYr3F0debd2aWwM+gy5pq2tLUOHDuV///sfu3btIj4+nqNHjzJ//nwuX75sKR6xbRsAx48fx8PDMt9JKUXWrFnp1asX9vb2+Pn5oddnTBuFEI+nqf9oAfzIyEjc3NwIDw/H1TXtawYIIcSr4MaNG1y9epXvvvuOjRs3WgsdJHNzc6NOnTr079+fQoUKWQskuLm5UaNGjdeit+dx7ty5Yy3mEKeLo4tXF865n8Nnng9Xe1994rF6vZ4sWbJw+/ZtwDLkbcmSJWiaRnR0tHW/rFmzUqVKFcAyt2rnzp2sWbOGTZs2pSgWAZZFYv39/Rk2bFi6Dh1MSkri7bffZvfu3eTMmZM///yTQoUKPd9JFy+Gjz/GWCAvB7eOplz2d5jABP6n/Q+AtWotTeeEWvarVcvy3+hoWLUK3n47bddq2xZ+/BGAX5ydaRYVxejRo/n888+f7zk8A6UUobcjOXT8CkaTCSdHOyqXLZhiflNSkpEDxy4TdjcKTdPIncOdN0rkRa9Pn6GQSimCg4MJCAjg3LlzjBgxgtjY2Mfu7+DgQJMmTfjkk08oVaoUBoN8Ri3E84qMjMTd3Z2IiIgn5gAJQkII8YoICgpiwYIFnDp1yvrY8ePHOXfunLWnQ9M0ChYsiI2NDX5+fvTp04dKlSq93vNZHhAcHMzQoUOJiYnh0qVLHD58OMX2B//Jsre3Z8iQIRQp8vA8FDs7O/LkycP58+cByJ8/P2XLlk1VMDSbzRw6dIjjx48zY8YMgoODuXPnjnV7gQIFKFeuHD179sTX1/eZy4WbzWZWrFjBL7/8wtWrV61Dqvbv3/9c6zCZMXMYy+v2Nm8TpUXRUDUkjji2sx0NjS9vdGGE93zrMerKFXhg7lia/P03vPsuZqWoERvL7qSklxaEXjVKKbZv386dO3e4du0aCxYssG5LTExMMXfN3t6epk2bMmrUKHx9fV9Gc4X4z5AgJEFICPEauXTpEm+//TZBQUGPHN7l4eFBzpw56dOnD61bt8bJyclSNvg1H05z7tw5xo4dS9L9dWlOnjzJ0aNHn3hMlSpV+Oijj/Dw8KB+/foZFgKVUphMJo4dO8bhw4cZNWoUQUFB1u06nY48efLQpUsXOnfuTO7cuVN1XpPJxNKlS9myZQsbNmwgJiYmxfbnDUIf8RHztHnYKlsStUQAbJQNa1hDK1rhYHZg2Ynp1Cn3ATqjEZNOR+eu9Yh0MeAaavn30sbGho8//phSpUpha2v79IsqxaVLlyjh54e9vT1bt26lXLlyz/wc/ouS30/JoqKiWL58OVOmTOHixYvWv/flypXj999/x93d/SW1VIjXnwQhCUJCiFeQUoobN24wZ84cbt68aX08LCyM9evXA5bhWs7OztZtb731Fj179qR06dLY2Ni8tsPdQkJCuHz5Mj/88IP1sb1796boAUvm4uKCp6cnOp2Obt26pSjd3aBBg1SHjvSilOLo0aPs27ePOXPmcP36dWsvkaZp5MmTh9q1awPQpk0bKlWqhKNjynLNV69eZdy4cURFRbFmzRri4uKs29zc3IiIiADgiy++YOTIkc/cVi+8uKXdAiCnyslN7SaD1WCGxQ/jwOEDdOnUhWtXr1HWaKSZUiysA6d/xTJruCcwG3gTdJ/peNv9bdZXWY+drd1Tr3vp0iVKlChBlixZOHPmjPzbmwpKKcLDw5k2bRqjR48mMTERGxsb3n//fQYOHEixYsWwsbF52c0U4rUjQUiCkBDiFRIdHc3du3eZP38+33//PSEhIY/s+fHy8uK3335LMUfExsbmtZs3EBsby927d60/L1++nLlz5xIcHExiYuJD+7u6uuLi4kJCuQTsB9nTPHtzRvuMRtM0bG1tX5mhf0opEhISOHfuHLNnz2bVqlUpnidYfl/169fHx8cHT09Punbtyu+//87s2bNTDPXTNI0GDRrQsGFD/Pz8aN26NSEhIdSoUYPNmzdjZ/f08PEooxnNl9qX5FK52MteHOIdmD9lPgEBAaxfv976+mfJkgVHR0dcF7py+u3TANj9ZYfn+57cOHQDcgA6qDmuJk3tm9KsWTOyZcv22HbNnDmTfv36kS1bNglCqZCUlMS5c+eYN28eu3fvfmgYaHLVx549e76kFgrx+pIgJEFICPEKMJvNbN26lalTp7Jz507i4uKsAcjDwyPFp71NmzblzTffpGPHjhk63CsqOp5DgVdITDJaHy+ULwf58zxcYjg0LIKjp69Z2+yT04NiBXM+sn1KKW7dusX333/PoUOH2Lp1q3VbfHw8ZrMZsPR+5MqVi06dOlnPU7FiRfxL++Pj5EMkkShNsVvtpjKV0/01SC9Go5FTp05Zn+eKFSsIDAy0DvOD++vbODiQmJiI0Wh5vT09PenXrx8uLi506NABDw8PzGYzgwYNYsqUKej1ev7666+H1nZKi3vqHgl3E7h09hJTp05l9erV1tffYDBQuHBhFi1aRNGiRQmwC6CBoQEJJDA/YT6NYxuTR+Uhxj0G9EAt0O/SW+ew5MiRg1atWpEnTx7c3d2xt7cHoGvXrixYsAAvL68XFoSUUuzfv9+6bpa3tzc9e/Z85hD5Ity7d48bN24wZcoUVqxYkWJopJOTE05OTty+fRuz2UybNm2YNWuWlN0WIo1SG4Rer48YhRDiNXPv3j169OjB1auWKme2tra4urrStm1bPv74Y7y8vKz7Ojg4vJBhMH/uO0O3IQuJiokHFKDRoVklvvvyfZwcU95A7jt6iQ4D52I0WuY2tG/yJl/3a4SNTcq5SQEBAWzfvp3ly5dz8+ZN6033gwwGAx988AE9e/XEvZA7+RzzodP+CVQKhY5/ftZ4tYcAGgwGSpUqRalSpVBK0aNHD9asWcP169cJDQ1l9uzZJCYmWiuGOTk5UadOHXr37k2NGjVShEmdTkeNGjWYPn06JpOJTZs2UbZsWWxsbDAajZw/f56lS5daA2nt2rWpWbPmI4dJxsfHc/LQST744ANCQkKsQ/AMBgOdOnWiXLlyvP/++zg7O6NpGtWpTgghGDGSxS4L2MG2uG0MOD0A434jF49fJIIIYmJiWLZsGQCzZ89Gr9fTsGFD8uXLR6NGjaxtq1at2gsLIoGBgbRu3Zpr164BlmqBN27cYOTIkamb2/QCRURE8OOPPzJz5kwuXrxoDUA6nY7cuXPTpUsXqlSpQunSpfn4449ZvXo1a9as4eLFi6xfv54cOXK85GcgxH+PBCEhhEhncXFxJCQkkJCQQP/+/a0T7CtUqECfPn1o0KABrq6uL2W4W3xCEpt2HONOeDRm8z8DAnbsO0PQjTsULZAzxc212WwmPiEJo9ESbJYsXcaaeZ8DKYNOfHx8ijkvrq6utGvXjqxZs1of8/LyomPXjtS1rctebS8NVAM2stEaeDQ0NrGJmcykiqrCMY6xmtX0ox95+Kei2TrWsYMddKELpSmdni/PM9M0DScnJzp27AhYeovy5cvHN998g9lsxsXFhXnz5lG9enUcHBweeY569epRtGhRTp48ybfffsutW7coW7YskZGRjBw5ksgykfAesBrmz59Pv3796NWrl7W3ICEhgejoaP73v/+xbNky6422s7MzefPmpVevXnTp0uWRAcGFlIufVnCowN8l/iahYALRTaJZtmwZd+7cYdWqVYSEhBATE4PRaGTlypUALFmyxPq7NplMREREpLiOra0tjo6OKYJhMr1ebw1lqaGUIioqCqPRyKxZs6whKPnakyZNQtM0vvnmm1ciDCUlJXH27Fnat2/PqVOnrD2Djo6OZM2alR49etC1a1eyZs1qfQ1q1KjBpk2biIuL49ChQ4wcOZJBgwaRL1++l/hMhPjvkaFxQgiRTsxmM7du3aJnz57s2bMHpRR37txBKYWjoyN79+6lZMmSTz9RBlFKcf5KKE26TeXspRD0eh16vY7ERCM2Bj3Tvm5P11bV0Ok04uLiMJlMfDttBWPn78OamaLOwp392NoaHnmTWaxYMWrVqkXHjh0pVKjQQ2HvKEcpo5Wx/hykgvDm4UVKV7OaVlordEpHBSqwhz2AZWFVf80fTWlkIQuhhKLn1aycZzQarfOH9Hq9dTHNxzGbzQwYMIAZM2akGMam0+lIdEuEYCwfXyYBOUEL12jVqhU//PADgYGBTJo0iW3btnHv3j1MJhN6vZ6iRYuyZMkS8ubNS5YsWZ7r+SRP7E9KSuKnn34iKCiITZs2PVTsQqfTPfRc/f39qV27NqdPn+bXX39NsX/u3Llp06ZNisdq1qxJaGio9dx2dna0aNGCdevWERkZycKFC4mIiODu3bspKrElMxgMDBo0iCFDhrBjxw7Onj2Lk5MTnTp1wsnJ6bleh7QwGo2MGjWKyZMnW4th2Nvb884779CnTx/8/Pwe+b6IjY1l586dtG3b1npcuXLlaNGiBc2aNcPX1/e1mzcoxIskc4QkCAkhXpDkAPTDDz8wc+ZMbt68iVIKg8GAjY0Ner2eUaNG0bNnz8eWu34RleDMZjM//LSbfl8vIy4+icK+OcibOyvb/j6FWSka1SrFnFEd+HP770yePJng4GDuxjuT4FoJ7g9h08dewEOdZ9asGY+cw+Lo6PjEsr+xxOKPPxe1i5RWpTnIwUcGmQUsoKvWFU1pFKMYJzgBwD72UVmrDArssSeCCGz471TViouLY8qUKQQEBFgDg9lsJiFbAlzDMpIRsM1nS2JQIlmyZOHQoUMM+WIIq2xXgS/o5uiwj7Jn8ODBfPzxxykq7qW306dPM2fOHHbs2JFiTZxkSUlJ1h6QB+l0OgwGwyMLZ4BlHllSUpK190jTNLJly2adO5MaBoOBbNmyER4eTlxcHDqdjlatWj30vi1RogRvp3UR2adQShEfH8/48eMZNWoUSUlJ6HQ6vL29WbRoERUqVHhsz2CypPvrMc2cOZOwsDDr456engwePJjevXtjZ2f32laRFCIjSRCSICSEyGBJSUn88ccfHDlyhFmzZnH9+nXLBk2H3jEXFarUoVr1auTI6kbX9+vi6uKE2aw4fuYa+45cxKwUnu7OvFOjJM5O9hl+QxMZHUenT+bzy1ZLdarOLapRpVwh+o9YTlRMPLZ6E9lUIGHBp6w3qDpnX8ye1axBqF3jcnzTvxF58ng/tqDDLW7xPd9TlKK8x3sPbY8hhpOcpBSlsMc+5UalYPlyTNeD+Kr7NY67B/E1X1OWspbNKMYznm1soy99aUjD9Hp5Xinx8fGEhoZy48YNvv/+e8tCnJ2h+DfFGZRjEH92+ZMlS5ag0+nw8vLiZrWbqJUKzFA0uCi/qd/w8vJ6YUPDbt++/dB6SAD79u1j69atrFu3zro9X758dOvWjTJlyvDjjz+m2H/Hjh3W+XRPU6BAAapVqwbAtWvX2Lx5M2AJTf+ea2c0Gh8boKpWrUq7du3QNI2mTZuSPXv2VF3/cZKSkli9ejXfffcdx48fJykpCU3T6NGjB1999RU5cuRI0zDAP/74g9WrV7NhwwZCQ0NRSmFnZ8cbb7zB4sWL8fX1fe3XExMivUkQkiAkhEhnyQsibt26ldDQUH788Ud2796d4gbQxcWFVq3akKtITb6dt53EJCM+OT34eW4fShfPQ3xCEgO+WcHcFTvRNGhevxzzx3XB2TFjP9lVSnEo8ArNPprGjdBw7GwNzB3TiXIl81KvwziCQyItO4YfQYs8gV6vo3bt2hQv14CpK45hNFluIj9qW4MpQ9tia/v4YTnVqMYe9qA0xWa1mXrUS31DV6xAa9cOpWnQuDGsW2d5PCICfvgBfH2hadNnfBVeD8nvs9DQUN5//312795t3bZo0SJq1KhB+fLluXXLslaQTqeDXmCeYvkdlaIURzn6Mpr+SGazmaCgIGvPkLOzc4oiIQ8KCQkhOjo6Ved1cXGxFhA4fvw49erVIzQ0lNy5c7NkyRK8vf8ZcvnTTz8xYsQI6zA6Pz8/9Ho9AQEBKc5Zu3Ztli9fnmJuW2oppUhMTGTUqFF8++231uqBer2e7t27M378+IfWlkrLuYODgxk6dChLly61Pg8vLy/69u3LoEGDMBgM0jskxH1SNU4IIdKR2Wzm999/Z+LEiezZsydFYQBN0yzln/396du3L4UKFeL0hZus+PUYF66EcvteFIcCr+BfzIfQ25HsP3oJAEcHO96tXTrDQxCAyWRm618nCbsTBUDWLE5cOXeYKaMHEHLdGezuFyNw9KZb21r079OdPHnysOWv00xdeSxN17rOdev3N7iRtoZev24JQfe/t+rQATZuRAPUunXQpEnazvuaUEpx/fp1OnfuzLlz56yFALJkyUKbNm3w9PRk0KBB1qFS/v7+dO/enYq1KjIiYgRhrmFM1CZazwUQE5tAQuLDw9MAdJcuYrtlM8ZatXEuXwadTiM6NoHEx+wPoNfrsLezwe5+GNY0DbNZERUTZy2q8W9uWbJhb2eDvd2ThzE+LiA9TcmSJZk0aRJt27bl+vXr7Nu3j8GDB1v/Xn3yySe899571tfE09OTPXv20L59e2tJ++Tel/Xr1/PBBx+kupclOQCtX7+eCRMmcPToUWsvUL169Rg0aNAjF9hNC03T8PHxYdq0abRu3ZouXboQEhJCSEgIw4cPZ+PGjSxcuJCCBQs+8zWEyIwkCAkhxBMk3yDt2LGD5s2bWwOQpmlUqlQJLy8vmjdvTv369a2T0ZVS+Ppko07V4lwKukV8gpFdB87y/rtvEng2mCvBtwEoViAnb71Z5IU8jzvhMfy26wRJ98tgh92+w/AJ+1EmM9xfBwZNw94lJw2atqNIkSLPHM7mMY/P+Zziqjjv837aDu7eHQ4cgEOH4OxZqFMHfv4ZLl8GTbPcyF66BIsWgacnNGwIL/hT8PnM5zM+ozSl+YVfcMY5Xc6rlGL79u18+OGH1uFhmqbh7u7OkCFDWLp0KStWrCA8PBwA53bOtJ/Yng+zf4gNNqxj3UPnTEoy8c209azbcvihbfamJP7aNwtnYzxx+mEEHzpG9iL5+WrCWn798/gj26jpNLJ5uFDGLy8tGpSjcpmC6PU6wqNi6fm/RRw5GfTI45yd7Kjgn5+2TSpRqUwBDHpduoZ/TdMoXrw4WbNm5fbt26xevZrPPvvMeg0bGxuKFEn5d61Ro0YcPHiQpKQkjhw5Qp8+fYiKiqJ///6sX7+eDh06AFC5cmW8vLwe2V6lFEeOHKFnz54cOXLE2uul0+no1asXY8eOfepcoLRwdnamfv367N69m7FjxzJ//nwSExPZs2cP8+bNY9SoUej1eukZEiKVJAgJIcRjKKW4du0aH330EefPn7eGoIoVKzJgwADq1q37yIUONU3Dwd6WRrX8WbF+P+GRsRw7fY3rIff4+9B5IqPjMRh0NKzlT67s7hl+06KU4sjJq5w4G2x9LNFkAJeiD+0bn2hi61+nqFe9JPZ2zza/5G3e5iAHU7Xvda6zmc3UpCYFKACurrBqFbi7o0VFwbZtqI0bYdo06NsXChSAU6fQ5s+3PLdFiyy9RS/Qp3xKuBbODnawXq2nLW2f+5xms5mdO3cydOhQawjy8PBg1qxZxMXF8csvv3D8+D/hJNfQXNz4+gaf8inX1XW+47tHnlcpRejtSC5cvfXQtuymONyN8QA4mJIwh4ahCvsSEhbxyP2Tnb8cyp6AC2zZeYJ5YzpRrUJhzCYzwTfvPfG4o6eusX3PaWaP6kjNSsVS9boAMH685atBA8vwyMf01JQqVYpmzZoxb948Tp8+zc6dO6lZs+ZjT5tcVQ+gePHirF27lvXr1xMdHc369etZv349YJmL9Omnn/Lhhx+m+Lt6+vRp5s2bx6pVq7h58yZgCUA1a9bk008/pVq1aukagh6UP39+Jk2aROPGjfnoo4+4efMmU6ZM4cCBA3z66afUrVtXqsoJkQoZs3S5EEK8xpLnaOzcuZNWrVqxZcsWLl2yDGcrV64cv/32Gy1btnziau+aBmX88lKuZD4Agq7fYef+s+w9fAGlFDmyulH/rZIYDBk7yVkpRXR0LEvX/ElkdFzyg5avx9i+9wzBN++R0VNIE0igPOXprnWnDGW4w51/Nvr7W5qq10Px4lCjBhw/bpkzdOECStNQOh2cOfPPMZcuQfny4OcHR49mWLuT1y7SKz0lKGF9fPduKFIEqlWD+/fFqWI2m5k1axaNGjVi7969gOV9tmvXLurUqcPMmTNZd3+ulLe3Nzt37uTdT99Fp3RoSuM0p1N9LU0DR3tbnJ3siHV1Z3j2CgTZODPH502MhQo98hgHexucnexwdrKzDocDuHD1FsvX77POH0txHcDRwXIde7t/jrkYdIvvf/yL2LhHV4t7SGwsfP452u3baEuWwP3X53HatWsHWKrvBQQEpPo9rNfrmT9/PvPnz6dOnTrUqVPHWv3w4sWLDBw4kMqVK6f4ql27NlOmTLGGoPz58/Prr7+yYcMG6tatm2EhKJmTkxONGjWiffv2ACQmJrJz506aNWtmrVT3H50GLkS6kY8LhBDiAUajkUmTJvHLL78QEBBAQkICAFmzZmXatGkUL148VQVYNE3Dw92ZRrX8+evgOWLiEpn/01+cuxSCpmlUKVuQ4gVzZchziIyMtE4CX7NmDfsDTnH4ehaU/n67kyLQJ4XQpPG71jkFh45fYce+MyiluHwtjL8OniN/nmzPdP144ulEJw5zmLGMfWTlOIBwwgnRQgCI0qK4oW7gyf1Szxs3otavt4Saf6+9NHIkdOoEWbPCxx//8/h338GRI5aQN2IErF37TO1/ml/4hfVqPSUogT/+1se/+AIuXICLF2H2bPj666efy2QyMXPmTAYPHkx8vKV3pmzZsgwfPpxcuXLRtWtXDhw4AFh6Lfr370+VKlXIo8tDAAFEEslwhqe67R7uzkz66n1KFPrnvXcbqGTQ45PL86HKarY2Br778n0q+PtiMpnZdeAcwyb/TExsAkopLgWFEZ+Q9NB13N2cmDemE3lze3LkZBBDJ60jJCwCpeD0hRtERMXi5Gj39Abb20O+fHD5Mir5+yfw9/enXLlyHDp0iNmzZ9O+fftUzzvy9PSkc+fOdO7cGbAUYBg5ciSrV68mNjbW+nv4t7x589KhQwc++OADChQokKprpaehQ4dSqVIlJkyYwN69e61lt3ft2sVnn31GjRo1sLNLxWstRCYkQUgIIbCUvA0ICGDr1q2MGjUqxfomZcqUYcyYMdSpUydN5zToddSuWpy8Sz05dzmUg8cuA+DiZE/z+uVwdkqfm5O7d+9aF54MCgpi0qRJKathORUAT2/QLAGtRAFXxgzuTu23a2JnZ4dSil93HOfwyauER8aSkGhk4/ZjNG9Q7pnas451rNJWgYKe9HxsEMpBDr5QXzCb2bSgBX74/bPRxQXuf7r/kCpV4Pz5hx8vUgTt/o28KpJxc69ccKEdD7etSBHYvVtDKShc+MmfxBuNRg4fPsyuXbsYOnSoNQS1adOG2bNnc+XKFbp27WrtCXJ0dGTy5MnUrl0bgLzk5QCPvjF/EpPJzPWQeymKFtjaGKhUpgD2djbExiWk2F8pxc1b4VwMCsNoNHEl+Dam+z1AmgY5srpia6Mn4V9hyKDXUaxgTooWyIm3VxYWrP6LkDDLwqDxCUmPLd7wEJ0O/v4btWGD5ffu/fDiuw9yc3OjVKlSHDp0iEuXLrFz505at26dumv9S6lSpZg3bx7vvvsuc+fOtT7euHFjypYta/05X7585M+f/5mukR6cnJxo2rQp9erV45NPPmHOnDkkJSWxY8cOdu3axcCBA+nevftLCWlCvOokCAkhMr2TJ0/yySefsG3bNutkZ03T6NSpE61ataJKlSrPvBp9Pu+s1KxUjPNXblmHqZQq6k2VcoWea25QWFgYly9f5tSpU0yfPp3Dhx+eDO/g4ICfX0lwyke+IqXJniM7jmYjH+bSUfANfzQ7O9i8GW3oUGqVKEm/Du9wO8pyQ57d05XEJCP582Tn4/a1MN0PGFXKFkKnf3K7ffG1fKNBfvXkG8SR9/886AxnCCWUalRDl5YR3L17o3LmhLg4eD+NRRrSwfTpUKmSIls2aNTo8fsZjUYmT57Ml19+mSJwJ4eg7du306VLF2tRhOQQlB6LfoZHxjJk3OoUj3m4O7F2dm+yVXg4PCYZTYyYuv6R58rm4UKzemWxtXn4ViIxyciOvWc4c/Em+49e4tT5f6oHurs6pq43KJmXF3TrBljKawcFWQoyaJqGn5/fQ0PQ+vXrx9q1a62v3/Nwc3Ojffv21uFnyV7FYgQODg5MmDCBt99+m/Hjx3Po0CFMJhPjx49nzZo1rFq1ijJlyrzsZgrxSpEgJITIlOLj4zlz5gzh4eH07NmTs2fPApbJzsWKFaNatWqMHz/+mQMQWG6W7O1saVy7ND/9epB74THY2Bio91ZJsnu6pPl8JpOJ06dPEx8fz+eff8727dtTbHd2drYOdfPy8uKTTz6hRo0a/9y0KYX25ptoAQGo/2WB06ehc2e4dQvHgACG/tgAWqTs6fC8P5Tqcc5xjnDCKU95NCzXqUhF/lB/cJzjtKf9Y499lJ3s5G3exqyZ6a/6W4oAmEzwySeEXNjN2a9aUalCP2x5RCEHTYMWLdJ0vWf1J38ylKGUpCSTmYwNNtjZQZcuTz4uKSmJKVOmWEOQpmkUK1aM8uXLM2XKFFxcXBgzZoz1Jr5AgQIMHjyYrl27ZtzNdxqnkdja6ClRKDc9O9TinZqlHrlPRFQcvYctfehxg0HPW28Wwd019aWkk5KSOHz4MJMnT+bEiROcPHkSsPz9qlGjhrUwQfLf1fz58+Pn55di/aXn8SqGnsdxcHCgWbNmlC5dmh49evDHH38AcOnSJUaNGsWyZcuwt7d/ylmEyDwkCAkhMp34+HiGDh3KpEmTMJvN1p6aPHnyMGbMGJo0aYK9vb1locrnpGlQrXxhlk/+iKjYBAx6HeVL+aLXp/7cRqORwMBAJk6cyM8//2xd9wQsi0rmyZOH/PnzM2DAAKpXr/7AtbWUN3Hx8Wj3h8xp9+6hTp6EnDkhLMwSknLmTFGK+jznGcQg3HFnGtNwI2VxiK1spQENMGtmhqvhDGWodVut+3/Saje7MWMGZTk/ABs3cm3tFPxOQJRrAA3Un2xiU5rPnZ460YlrXGO3tpsqqkqqKsctXLiQdevW8dtvv1nXmenQoQPTpk3DyckJnU5nLdeeLGfOnGzZsgUvLy8aNmz43DfltjZ6ShX1wdXln14UFyf7xwYTnaZRqqg3cQlJnL8SitmsMNjocfv0Aouq7iCLri/NteZPva7lQwEbalUqSvf3a2CTyiIh58+f54svvmDDhg0pes8Aa1n7P//8k5o1a1K2bFl69OhBYGBguoWg101iYiIzZsxg7ty51g93km3cuJGAgACqVKnyklonxKtHgpAQIlM5dOgQI0aM4Ndff8VsNmMwGMiXLx/Ozs7MmjWLChUqpPv6Js5O9tSt7vf0ne9LTEzkypUrREZGMnPmTKKjo9m0aVOKRVzz5cuHnZ0dI0aMoFmzZmia9vQFIB0cUH37ok2diqpaFSpVgo0b4YcfUKVLQ9WqKXYfyEA2sxmwDHf7mpSz/7exDYUCBVvYkiIIpVUSSRznOI1pzGxmE0YYgxls2Zg1KwfLQ9T9Wg9/8MczXye9ZCUrwQSjUGTj6UUlzp07x3fffceJEycAS89jxzZtmOPigk2HDpbiDqUsvSsdO3bkxIkTxMfHW2/od+zYQf369QFo2rQp77333jMFdQ93Z6Z93d5azTCZTvfo97ytrYGxn7ckaxYXug7+gWOnrxFb4AZ/1tgICg6wj3AV/tBxNgY9pYp64+hgi6Zp5MqRhVqVivJOTX9yZnd76t+x06dP8+2333Lw4EFOnz59v406ChUqRN++fXFycmLWrFkcOXKExMREtm/fzvbt21myZIn1dbG1tcXZ+clrPEXHxLN8/T6uXr+DjUFPgxqlyO7pwq4D57gUFIZnFmdqVSpK4fxehIZFsuvAWc5fuUVWD2dqVSpGYd8c6NN5TaRnlZiYyPjx4/n666+tQ3w9PDzw8PDgypUrJCUlMXHiRMqVKyfFE4S4T4KQEOI/LTY2lm+//ZbgYMsaOtu3b7eu02IwGBgwYADDhw/HYDBgMBhe6g1NSEgIS5cuZf/+/WzYsAGz2Wy9oQFLqPL19aVv3760b98eFxeXtLd58mTU+PFgc3+yfO7c8NVXj9zVHXcAzJoZd+X+0PYOdGA+84kkkr70TX0b/kWhqEMddmm78FbeHOc4LrhgSP4nqkoV3r6ziBKhgziZ4zaf8MkzXyu9/MzPzGEOJVQJ6vD4Ihq3bt1ixYoVzJ0713pD36RJE5o3b07L8HBs+/a1lAG/dg0CAtA0jY87dMBP07hkZ8eCRYv4+++/uXv3LsuXLwcsn+zv3LmTvn37UqBAgTQHIp1OQ6fTUv2+Mej1+BfzoUe7Ggwc+SNxMTZwv7icvdkRvU4PpCx+4O7qyILxXSlSIKdlwKR2/5o8eahZYmIi06dPZ968eSl6NHLmzMmwYcNo06YNLi6WYaVt2rRh48aNHDhwgMWLFxMSEkJISIj1mIoVK1KvXr0nPreYuESWrNvLnoDz2NkYuHztNpeCbnH09DXi4hKxsdHjV8Sb9k0rsXHbUfYfvURsfCI2Bj0li3gzeej7VHyj4Ite0/ch/w5BOp2Odu3a0bt3b4oUKULlypU5deoUmzZt4uLFixQvXvzlNliIV4QEISHEf5JSit27dzNhwgQ2btz40HoahQoV4n//+x9t2rTB1vbZFg59XvHx8YSFhbFixQquXLnCtm3buHjxorWEsV6vJ3fu3Dg6OtKjRw9cXFxo3rw57u7PuQirjc3T9wGmMQ1ffHFX7vShz0PbS1CCm9zEiBF7nn3eQTTR7NJ2ARCsBXNcHect3kqxj1vjDhynPXEqDkdSP78ko3jjzTdqBEyYAEfbwaBB8K+J6KdPn6Zly5acOXPG+jvNmTMngwYNokrVKlxcPwlvezhTTDFhbDB+jOWz0A/Q+b9BzVu3qNG6NfVWrrQu7Ll69Wp27NhBZGQkM2bMYOnSpTRv3pxatWrRunXrp/cIPgedTqNJnTKs/vUQ2/Ykwodvo1UNoVFiW8ydHvFe1ECv16V6CBxYCoDMmDGDUaNGYTKZAMu6SYMGDaJixYoP9dba2try3nvv0aRJE7p160aHDh04cuQICQkJ2NjY8Omnn6bqNbEMR4T4RCM//XoQezsbbAx64jRISDRy+MRVzl68iV6vs677lZBo5OipIFZtOoh/sTxpK/6QAWbMmJEiBHXp0oXJkyfj6OiIUooBAwbQo0ePFEOBhRAShIQQ/0ExMTFMnjyZWbNmceOGpVqVjY0NPXr0IN/9dUhq166Nn5/fC+8BUkpx+/Ztzp07x5QpU/j111+Jj49PsX6Lm5sbzZo1o2LFirRu3RobGxscHBxeeFvdcWcEI564j+H+n+fhggutVCtWaasoqUpSnvKP3E9DeyVCkNWvv6INHmzp0dmzBy5fZjGL2cY26lypw5gWY6y9QK6urjRq1IhevXpRsWJFOtKRZU2WkfuWG7aJiqsetzFrX1D0cjjNbt2ynH/1anKvWEHPbt3g+nWaNW3K7DlzmDt3LiEhIURERPDDDz+wcuVK9u3bR58+fXBxcSFr1qwYDOn/z3t2T1c+aluTQ4FXiNjhg9rhw+5cdzhS/ioF8+V4rnOfPHmSli1bcv78eUwmE3q9nrZt29KrVy/Kly//xPe+Xq8nf/78bN++nbp167J7925y9MnBgloLsMOO2tROdTvy5vZkzGctcLCz5dMxP3Li3HWUUni4OzHmsxZ4ZXNjyLjVHDh2GaPJzOkLN4mJS3ipQejcuXPMmzfPGoI6d+5sDUFg6YFr3bo1I0eOtPaMCyEsJAgJIf4zlFLcu3ePdevWMWzYMGu48PPzY9CgQbRr1y5DbhBT066dO3eyZcsWlFKsWrWK0NBQ65wfg8GAh4cHjRs3pmDBgtSuXZtSpUq9tJ6ql2EFK5isJpONbOjJuJ6NdPXgkDSdjuMcp5PWCU1pLMu+DPN5y/vP29ub5cuXU6FCBWxtbVEoVrACgOsuEeRSuYBoQKErURLl44N27Zpl0dj4eKhYEe34cbzq12fohg10796dZcuWsW3bNrZu3UpsbCzTp09nwYIFGAwGvvnmG1q3bo2dnR329o7kyuFOsYI5AciaxSXFGkL/pmkaub2yWPe3s7WxzvMBRe2qxWnRoDx7Dp+//7R17DpwjoJ5c5DPOyvhUbGAZS6Sne2T/64ppYiIiODKlSu0bduWM2fOAJYCIO3bt2fChAkPlcZ+Urvt7e0tPUAFIHh8MMEEs4EN3Fa3cdFSV6WxQun81KpcDIDC+b04ce46AKWK+lCnWgkc7GwpWcSbg8evoJQiPjEJo9H8pFNmuOHDh1tfu7Zt2zJlyhRrCEqm1+tfiXlMQrxqJAgJIf4T4uPj2bNnD126dOH27duYzWZsbGzo2rUr/fv3p3Dhwi+0PXFxcezatYu9e/diNBqZP38+oaGhKfZxcXEhb9689O7dm5YtW+Lk5JSpws+DNDS88EqXcyWRxHd8x13u8hmf4Ylnupz3IfXroyZNgmPHoH9/S7U7+Kfym2YJQStXrqRSpUrWG1ENjTa0YTnLya1ys5zlLGABfsqPd13awrkWqFu3LIuHHjiAdvy45bjffkN35w65cuXi008/pUuXLkydOpV58+YRHx9PREQESik++eQThg4dSoECBViyZAm921ejV/u3cHFxRtM0HO0f/x6zt7Nh5CfvMax/k/ttBYcH9ndzcWDq8LYkGU3Wx2wMeuxsbZg7ppN1vSlN03B0ePJ7+eLFizRp0oRr164RHR0NWCo3rlixgjJlyjzThP46depwaPUhYnQxYLaU3j5++jhV/FNXKc3R3haDXodSlrlRyVxdHLCzsblflOSBAPwSR5kZjUaWLVvG0aNHAcuwy969ez8UgoQQjydBSAjx2ouOjqZ3796sXbvWekPl6OhI3bp1mTJlCjapnBOTHuLj49m5cyczZsxg+/btxMbGptju7+9vncD9/vvvkzdvXtzd3V9Y+162aKL5ju+wx57+9H/0ekDPaRrTGMIQdOi4ylVWsjLdrwFYSo3362f90c9opPiM4pzKeQrmQO7suVmxYkWKEJRsCUsYpobhjTcOOFCNav9stLMDH5/7J/VDFSyIduECqkoVyPZPhTpPT0+GDRtGnz59SExMZMCAAWzevBmj0Uh4eDgBAQFUrlwZg8GAj48PS5cuxdvbm9jYpAcuZZcifGuahoO9LY/qh0l+Do/bnprhYUopYmNjuXjxIlOmTLEOHXRwcMDLy8vac/asvReffPIJDRs2pOHghtwocwMWwmKfxVScWfG55lBpmgavUIdKbGwss2fP5osvvrCWFf/iiy8oX/7Rw0qFEI8mQUgI8VoKDw9n2bJlJCYmsm/fPtasWYPZbEav1+Pn58fixYvx9vZ+ISEoISGBP/74g3PnzrFt2zZ27txJTEwMYBn2lnyjWaRIEVatWkWBAgUyvE2vqs/4jDnMQaHYwQ5+4Zd0D0MxxKBDZ/3+RTCZTEycOJELwy5AIuTOnZuVK1dSuXLlR97Ua2gUotDTT+zkBMeOoS5cgGLFUqzzhMmEbu5cst65A3368MMPPxAZGUlgYCBdunQhPDycuLg4EhISuH37NlWrVn2ol6VFixaMGzfuhS2yefr0adq0aUNwcLB10dhcuXKxatUqChcujKen53MN4bK1tcXf35+ttltp3LgxFy9eZFv+bcTHxz/X4sivCqUUly5dom3bthw7dsy6KG/Dhg2fOpdKCPEwCUJCiNdOeHg43bp1Y+3atSkqINnY2DBy5Ei6dOmCp2cGDYe6z2w2k5iYyL179+jSpQt//fVXit4fvV5P2bJl6dmzJ7VqWRYWdXR0zPB2verCb19AZbX8zrawhVGMemh9oufVn/5c4xp3ucs4xqXruVO4dQs1bx73goM5FBjI9wcPknh/odRx48Y9NgSlmYMDlCz58OOzZ6P16YPSNDhzBqelS3FycsLLy4uDBw9iNBq5cOECnTp14tatW0RHR3Pv3r0Up5g1axYxMTFUq1aN1q1bp3pOTloZjUZOnz7NpEmTrGsp2djYkDt3bnr37v3IXrPnUaxYMTp37syXX35JUFAQa9asoUOHDq91UDCZTKxdu5axY8dy5MgRwPIavv/++0yfPv2payYJIR4mQUgI8dpQSvHXX38xefJkfvnlF5RS6HQ6dDodBoOBESNG0K9fvwztBTKbzdy4cYMFCxawcOFCEhMTuX7dMqFap9NRsWJFihQpwltvvUWjRo3w8PDIsLa8doKDGVPzT3Zvh2Af0KEjjLD0vYbZjMuStcyNKgUffggZ1NOhlCK+YUMcAgLwBOoAG4ASmkanTp1o3Lhxxt90375tqVgHkFxpDsswrpw5LcUOvL292bNnDwkJCQQHB7No0SLA8mHC+vXrMZlMLFiwgMWLF7Nz506qVftniF7hwoWpUqXKcz0PpRSBgYHMnTuXVatWcfv2bQB8fHxYtmwZ+fPnJ1euXM98/idp1KgRw4cPx2g08t1339GiRYuH5s9ogF6nsyyKev97y6MKne6f+UD6Bxac1ek0DHodZqXuL6aaIc1PIbnHcdiwYSQkJACQI0cOFi5cSNWqVf8TvV1CvAya+o8WlI+MjMTNzY3w8HBcXV1fdnOEEM9JKcWGDRvo3Lmz9VNte3t7xo8fT+3ata2LjWZECFJKce3aNXbv3s2lS5eYN28e165ds27X6/U4Ozszffp03nnnHbJkyZLi+GlM43M+pwxl+JVfcSF1Fawy0jjG8TVfU5GKbGQjDo+c9ZHOAgPR/P25mgd6zgJD7frMsvmeXKTjjfC0aWj9+lnmsH/8MUyfnqbDT56E336DRo2gSCEzrFoFUVHwwQdwf4ijUopz587h6O+Pd2IiOixz5iM1jTGffcaXX375Ym5M792zPMewMJg6FdKwSGZCQgKTJ09m7969/PrrrykW7k3m4eHB8OHD8fT0pF69emkK9Uopjh8/zuHDhxk5ciSXL18GLCEtT5489O7dm0GDBqX6fM8iPj6eli1bsmnTJgwGAwMHDmTEiBEp5kQlJBo5djqI8EhLb663lwdF8luKdpw4d53Q2xEA5MxuqbynoXH2UgjBIfcARRZXJ0oV9cbuCZX4npfJZOK7775j6NCh1hBUu3ZtPv/8c2rWrJmqoBoXF0eJEiW4du0aR48epUSJEhnWXiFeBZGRkbi7uxMREfHEHCBBSAjxyrJW3wI2bNhAly5drCHI39+fXr160blz5wxbSFIphdlsZuvWrQwbNoyDBw+m2O7h4UGbNm346KOPsLe3p0CBAugeLKl8nxtuRGlRACxXy2lDmwxpb2opFPbYk6RZJs3/rH6mMY1fwIUVjBwJa9dabuC7dUv/a3z6KUyaZPm+QQPYsCHVh969C3nyQGyshru74uaXM7D/xLKQrOrXDyZNYovawsHQg6x4dwXZA04zDsii16N3dib2s88oMWRI+j+nDJSYmMjUqVM5cOCA9bGzZ88SGBiYYr9GjRrRsWNHatSogYeHB5qmPfYGPC4ujnXr1jFkyJAUHxjky5ePTp060blzZ3ySi0FksF27dlG7dm2MRiMGg4GZM2fStWvX12aI3KNCUOfOnZk6dWqawrYEIZHZpDYIydA4IcQr68cff2TcOMscj8uXLxMRYfl0tmrVqqxYsYLcuXNnyHWTw9fly5fp3r07e/bsIT4+HoCsWbNSqVIlvL296du3L4ULF37qTVV5yrOd7dgoG0pRKkPanBYaGmUow372Y6fs8MPvuc535w78/DOUKwf+/k+6sAZffWX5yigDB1rKWUdGwujRaTr0zh1LCAIID9cwnr34z9CzCxdYr9bTVNcUcgKfwuk20CxXLn788UeqVEldeeaXTaH4mI/5iZ/oQQ9G2o7kk08+SbHPtWvXGDJkCBEREfz555/ExMSwceNGNm7cSKFChXBycmLAgAG0b98+xXs/eRjc9OnT+eGHH1IsEgxQoEABSpcuzdGjR3FxccHNzS3DA0mFChXo27cvkydPxmg0MmXKFNq0afPKz6dJ/hDm38PhOnfuzJQpU2QonBDpRHqEhBCvHKUUBw4coEePHhw7dizFtmrVqrFixYrnnldwhjO0oQ1mzKxgBSUoYa3ItHjxYn777TfCwsK4cuWK9ZiKFSvy9ddfU6dOnTRdK5ZYNrOZEpSgKEXRNI2X/b/eKKLYwhb88U9d9bIn8PeHwEANGxtFYCA8acmmiIgI9u3bh1IKR0dHqlat+s/6Oi/5U3qlYOhQWLbMMr3oi47B0LYtREWhfviBz3OvZHz28ZZxcCcgVwNLtbPKlSu/1HanRSCB+Gv/pNWb6iY5yPHIfc1mM0uWLGHFihXs2bPHWpoewNnZmdq1a9O9e3ecnZ0pXbo0n332GWvXruXW/flKBoOBSpUqsX//fmuJ52QlSpSgVKlS9O/fn3LlymXo7z4+Pp527dqxbt063Nzc2LlzJ6VKvfwPJB5HKcWFCxfo2bMnf//990Mh6FlC3IULF6hWrRq3b9+WHiGRKcjQOAlCQrx2lFIcOnSIo0eP8sknnxAVZRlOVrduXf73v/+haRqFChUiR45H37ilRRe6sJjFALSlLd8nfs+OHTsYMGCAdZX2ZNmzZ2fGjBnUrVsXF5e0z+9RSqUYSqSU4sS560xbuJXI6HgcHWz5uEMtyvrle/xJIiJgyxYoUwYKFkxzGzKKUpZ6BElJlue2caPinXeStykC9u8n94gRZDl6lMvt2jE8KIiffvoJsMzxeuONN9DpdNStW5cqVaqQL18+8ufPbznB0aNw6RI0bGhZWyeDnTwJQ1udYdTVDvgW1GH301IoZAmJp06d4r1u73Fu5DnIC7k/9+CP0gMp8u67j67o9oq6y13yk59ILZIcKgdXuIIdT35tlVIcPXqUmJgYvv32WzZt2pRiu6OjI0WKFOHo0aPWgJ8/f34+/PBD+vfvz5w5c1i/fj1KKfbv309cXJz1WDc3NyZMmICvry8uLi4ZFop2795N7dq1SUxMpFu3bkyfPv2Fri+WWklJSUyYMIHvv//eOq8Kni8EAcyYMYM+ffqg1+slCIlMQYKQBCEhXiu3bt1i3bp1fPrppyk+eS5RogSzZ89O96FH3/ItQzTLfI72Z9sT3COYv/76C5PJBFhWaW/VqhVNmjQhW7Zsz33j8O8hRNv+PkXbfnMIuxuFm4sDiyZ+SOPabzz+BGXLoh05gnJwgFOnIG/e52pPepoxA4YNM+Pnd5ehQ89gY2OZ2zVr1ixi169n/f0b30TAATA/4Vx58uTB19cX/5gYJgcEoCmFsXlz9PfDU0Zq0wYarfqAtixD08DcsQP7PvyQLVu2sGTJEq5evQpYKrEdy5sXj7//Run1sH+/JaC+Ji5ykR3soD718cY7TcfevXuXX375hQULFhAVFfVQj62trS1ffvklHTp0IO+/3qNms5mDBw9y6NAhZs2axalTp1Jsd3Z2ZuPGjVSvXv3ZntgThISEULlyZa5cuYLBYGDatGl89NFH6X6d55GUlMTo0aMZPXo0SUmW+Xs5c+Zk6tSp1K9f/7mGwyUHIS8vL/7++298fX3Tq9lCvJJkjpAQ4rURGhpK27Zt2bFjh/WxYsWKUaJECWbOnJkha+/0jutN5LlI5s2fx9KZS61358nr/0yZMuW5VrhPVyaTZd4LoMXFoU6ffmlBKD4+nuPHjxMZGcnUqVO5k+sOSS5JZM0Wya5d56hdO+X+hQEjln9sggB7Bwf8SpakZcuW+Pn5ET56NGUPHWKNXs+Q6GiCgoIICgrCj+QixhC2cSMH1q+39gQWK1YsQz7gyp8fLlAAPWZQMN1wjP6fV0f9/c/nhT4+PqxcuZIsTZsCoJlMqKNHX6sgVOD+n2fh4eFBp06d6NSpE5GRkezbty/Fdnt7e6pWrfrIAiY6nY4333yTChUq0LJlS3r27Mn169eJiori9OnTREdH069fP0qUKEGvXr0oUKAA2bNnf6Z2/luOHDno1q0bX331FUajkalTp1KtWjWKp6HSXkZKTExk7NixjBo1CqPRiE6no2vXrvTp04cSJUqk2/+H3n77bfLly5cu5xLiv0CCkBDipQgKCuLzzz8nKiqK4OBg6yfLrq6u1KtXj5kzZ1qrU6W3vXv38uWXX/Lnn39ah/LkypWLfPnyMXDgQN555x3s7OzS5dpKKaJi4tm5/yy7D57HrBRVyxXCaDQ9cp7Qv6+plAK9Hr75BjViBJq/P1rNmrzorvy4uDj++usvxo8fz44dOywT4RsAswAd4AYMtdwox8TEWOc1hLi68nP37hS9d48bVauyOX9+qlatCoB25w7s3o2mFJ8Db86Ywe1s2Zg2bRqn7t3jyMmTFFCKTxMSWHY/eABUqlQpRSnn7Nmz07NnT3Q6HT4+PmTLlu2ZnuPXX8OyAv9jy3YPfvH/nlmDj1raOUij0PlC+Nfw56u6X1GieAkYNQo1cKClZPV77z3T9V5Xye9RNzc36tWr90zHZ8+endWrVwOWXqa6dety5MgRjh07xrFjx1i+fDm1atVi06ZN2KXDsEhN0+jfvz9Hjx7lp59+4vTp04wfP545c+akKKf9MiQmJjJmzJgUIah79+5MnDgxXRa4NZlMhISEWH9+JT7cEeIVIUPjhBAvXFBQEK1bt2b//v0pHndzc2PevHm89957jyxD/bwuX77M+fPn6dq1q3URVBsbG8qUKcPcuXOtn7ym142CUoo796IZNWMjS9ft5V5kDABuLg7kzZ2VMxdvEp+QlGJo3KOurZSCXbvg7bfRTCb49FPUt9+m3AfFN3zDNrYxkIE0oUma23uIQwxhCAUpyCQmYY9lMdK9e/cybNgwtm/fbq0EZjAYcJvpxp2ud0CDwncKM+rPUeTJk4e7d+9ahzfmyJHj8YtyxsZCrlyWCm/3K8qpYcNQSmEymdiyZQsTJkzg7t27AFy8eDHF/JIHJZ+/WrVqTJw4ER8fH7Jnz47JZOLcuXPs37+fjRs3WvcvXLgw77///kPn+emnn1i8eDFBXwTBh4AGOa/mJCRfCEpTDFVDGc7wNL+24sl2797N0aNHmTdvHkFBQURERODg4MDUqVPp1KlTupXI37dvH61bt+batWs4Oztz+vTpDKs+mRqJiYmMHj2aUaNGYTKZ0j0EAcTExFCsWDGCg4Np164dS5YsSZfzCvEqkzlCEoSEeOUYjUbmz5/PrFmzOH78OACenp4MHz4cDw8PcufOTbVq1dL1E0ulFLt27WLOnDns2rWLkJAQ6818sWLF+Oabb2jUqBE2Njbp/kmpyWRm4ZrdfDp6FeGRseg0DY8sztgY9Ny+F0VSkmU+0tOCEADffGMpaQYoPz+4//ol281uqmvVQYE99kQSiSGNnf6lKMVJTqI0xfCbw3kj9g3+WPMHa6eu5fr161T5AOLaQp7fs9Km/HSKNS1GPZu6hBtvs2xiGZo1XQRFi6btRdq3D6pUAaUsQ+GOHwc/Sznv5BLCyd//8ccfjBgxwjocy9vb2zpv4ubNm0RGRgKWIVglS5akWLFiGI1GNm/eTGxs7EM9cA+GbR+lGK8U0cBAILwMaH9oGBwNNDM04yfdTygU5SlPZSpzgQuMYARv8IR5Xa+D+HgIDLT0bL3kkszJv++1a9fStm1bTCYTjo6OLFmyhGbNmqXbNb777jsGDx6MTqdjypQp9OzZM13OnVaBgYEMHTqUjRs3YjKZ0Ov1dO/enQkTJqRbCAJLECpatCjXr1+XICQyDZkjJIR4pRiNRmbOnMngwYOtw6Y8PT1ZtGgRDRo0yJDhGjExMYwZM4YffvghxdCQHDlykCdPHhYuXEjRokUzbKhIbHwiW/86SWS0pRejaMGcTBnallw5svDNtPX89OtBTKYnlQ54wPvvo2bMsCx28691X8CyaKumLM/DBRd0pL1Hzc3kZhnmpsHXO75GtVUwANgIORT8vRBQcKT2baaFFCC3bUmuTxiIechg9CoAtvSEB+Z5pUrp0uDsDNHRKE2zfH+fpmkpegLq1avHL7/8wr59+7Czs2PBggXWifUbNmxgyJAhhIaGEhkZaR1i9SAfHx9rpbDY2NgU74mxwHtYnvutenDJvzu9rveiSNEiXNRZiguEE05pSjNFm4KmNK5xjaMcTdvzfZWYTFC5MtrRo6gCBSzhOh1vwNMq+fddt25dGjZsyPr164mNjWX06NFERERQrVo13NzcyJo163Ndo2PHjowZM4a7d++yf/9+Pvzww1RXkLvLXT7jM0yYGMvYx5Yef5oTJ07QsmVLzp07B5BhIUgI8WQShIQQGc5oNDJjxgw+//xzEhIS0DSN9957j759+6ZYRya9xMTEsHv3bqZOncpvv/1m7Qnw9/enR48e1KxZk3z58j2yF+jvv2HaNEsnRe/elhFbzyo2LoHrofcwmxWaBpXLFKTiGwVwcrSj5Tvl2PzncSKiHj3U60G3uU1sAVt8goPBaHxkKemSlORnfmYXu+hEpycGoYQEGDYMbt60/NfX19LbYlhgQJVScBFUt/u9J3pwbeVK28tNmZ64GKMBDEaws7UEFs3FFYMJlA5wcbGU+b5zx1J5IDXs7S3haflyqFcPHjORWynF33//zbp16wB44403qFGjhjUoNWvWjIYNG7Jv3z4CAgKYM2eONXCXK1eO+vXr07RpU2v582vXrrFt2zbr+f2XLEHbuweA6Mrg8IUDJXWWstjFKMYNbmDEyM/8zDzmoaHhQtpLqb9SbtxAO3oUAO3iRdS5c09ZETfjJZLITbebzP1hLhHNI9i5cycBAQF82OtDGAFZimVhnf86quau+szXcHFx4e233+ann35ixYoVAIwbNy5VhRlGMIKFLARAj57v+T7N1w8MDEwRgvLmzctXX33F+++/LyFIiBdMgpAQIkNdunSJMWPGsHTpUmsIat26NbNnz073YatKKUJCQhg8eDCrVq2yLuJoa2tL79696dGjBwUKFHhs8FIKGjeG8HBYtUrjjTcUVZ/9fgulQFk7fDQcHGzR6y0BxdnRHhvDE+Y9REfD8OHciLtMueEbuJktiZn6mfTQ93jsIe/e//M0c+bA+PGWkHfpUgJffLGdTp06ERYWBivBzs6OGnVq8HuF33HWnPmt2XLK21ag0YlSrIlaSAvXLmQtXcRysg8/RMXEQEgINGsGefOiRUaiPv8cRo9O3QtVpsxTq67FxcXRv39/62Kd77zzToqhbZqmYWdnx1tvvUX16tXp2bOnNQAbDIaHJsQXLFiQgg+ux/T222z+pjJHvG/zfVforHNMsb/+/p9WtOKOusNFLtKf/ql7fq+oSG9XrjfIR/HNV0iqVB7DS66glkACFahAoBZIJY9KDP9qOK6urhw6dIg7He6QODCRO+oOjQ414pjx2EPluVPL3t6eihUrsmbNGpKSkli5ciVffvllqoJQ8ry5f3+fWv/uCcqbNy8//vgj5cuXfyFFDJ5lHTQh/sskCAkhMsylS5do1aoVhw8fBiw3q61atcqwELR161a6dOnCzZs3UUpha2uLv78/ffv2pXXr1hgMT/9f3oM1Gp53fradrQE3Vwc0zdK+a9fvEBUdj41Bz9nLIcTEJTz+4DFjYNIkvFCMilV0WQDLWEYPHh+EUsNsNnPe/S/U3CWondXZt8Kb9957L0XvyYABA2jVvBVRRGG3ch0O7RuDwUDN33+nZvWBKU+o18PA+49Nm4Z2f54OixenPgilwrZt2zh6v/fCz8+P9u3bP/bGUdO0NH2yfpe72H07lLfW3KZ+HHw+TiPx10pQ5xHnRuNjPn6Wp/BMTJi4xS288EIjfW+Uv9S+YvrGK2S/Be9kK8YPupe7wOhZzhKoBQKwV9tL4cp5WLu1OCYfHwa2jGGmtgjMEHkvknGLxjFjxoxnvtaHH36I2Wzmm2++IS4ujpiYmFQd9xVfoUePESP/439puubJkydThKA8efK8kBC0f/9+IiIisLGx4eOPX9x7V4jXQfqXZRJCCCwV2h4MQdmzZ2fkyJHMmTMnXUPQvXv3GDt2LP/73//o0KEDN27cQCmFm5sbo0ePZtu2bbRr1y5VIUjT4NdfoWNHmDtXUalS6toQQwxf3f8TzT+LwTo52lGuZD5sbSzX3rHvDCOmrufb2b8ye9kO4uOTHn/S+70ZGhoGZflfdQc6PLUtZszc4Y71Z5PJxN27d7l69SpDxwxlwLABzGxcC7r8AEs6YfJvi1KKLFmyUKFCBVatWsX777+PXq/HHXccFqwEsxmSkuDHH5988QYNUO7ulu87d35qW1PLbDbzxx9/YDabMRgMTJ48Od3WQlnAArKTHa/pq0myAU2BzqSwX7kuXc7/PGKJpQxlyK3lphWt0v38+9hnmROVA/brDj5+x/Bwy+8/gxWlKKVVaQCqqqr4jFuBadK3THCfhf2tA7x38T3sl9rDh3DgwAHu3Lnz5BM+gYuLCx999BHOzs4kJSUxc+bMVB3nhBOjGMW3fIsrqf//2OXLl2nZsiVnz54FXlwIAjh69Ki1iuPLLhUuxKtGeoSEEOnuUSFo6dKlvP322+n2j77ZbGbr1q1MmzaNzZs3p6gIVrZsWZYuXUqBAgVSFYAeVL48LFiQtrYMYxiTmQxYQtF3fAeAjUFPs3pl2Lj9GEdPBRERFcesZdvRaRqeWZxxdLQjJvYxvUJDhliGnMXH03DEAIKVC7nI9cR2xBJLNapxRDtCR9WRhSzkzJkz1K5dmxi/GKLXRYMdYPrnGBfPOL6dPJkWLVpgZ2f38NCZd99F27rVUsigUaMnvxAFC8LVq6i7d9N1wVelFDt37gSgcuXKVKtWLd3OPZe5mDUzsXaKzd3z0GZ8kKWX68G1gY4dg4ULoVYtePfpQw9TiIuD776zhMlBg8DR8enH3BdAgLWHZI22hggVgRtuabv+E5SnPAEEAFCWso/eafRotC+/ROXODfv3W8qdZxBbbNnPfq6oK+QnP7qEoUzur/HVNwqN07SmNENWDWHYnWEcuXmE1atX8+GHHz5zae3k4ZQAUVFR1spt6UkpxZkzZ5g4cSJnzpwBLCFo1apVLyQEJSQkWKsslixZMsX6W0IICUJCiHRkMplYvXo1EydOJCDAcoOVLVs2lixZkq4h6O7du8yZM4cJEyZw7949wDLuv0OHDri6utKzZ0/yp3ayfjqIJfaR3wOUKOzNyEHvMXnBVg4eu4xep1GulC+tGpZnxpLtnDp/A3s7m4fXTXJxgcmTAchy/+tpDnCAI9oRABZri6m/vj6zJ84mNDQUvgKcAA2y3cxGlqgstMreio8XfUzWrFkfHxiPHkXpdJYeqqNHoUGDJzfCxcXylY7OnTtnmb8EvPXWW6mu8JUaLWjBfvZjwECubxdDb19LEEq+4TcaLQEoPBymToUTJ6BYsdRf4OuvLROywHKOiRNTfag//vgoH65p16imqqWpByI1RjIS4/0/Yxjzz4bERC7bBDNP+55yF2bSHNCuX0dt3Ajdu6drG/7NBhsKUcjyw+DBxO7eisYh0HTc4ha/DfoNPgPzR2Y++eQTatSoQZEiRZ7pWg4ODnTv3p0hQ4awceNGLl68SOHChdPx2Vj+n9i7d2923K+mmCNHDlauXPnC5gRFR0eza9cuwFJg5Hkq7gnxXyRBSAjx3JRSXLlyhdmzZzN16lTrfJMsWbKwdOlSateunaZ/9Lewhb3spSMdyc8/gcZsNrNt2zYmT56cohpc+fLl6dWrF23btk1zD1B6GM5w65C4EYywPq5pGga9jjrVSlDGLx83b4WjaRq5crjj4mRPhdIFiI1LQK/TkT9PthTnTOsSbyaTiXs374E3oAFJ0LldZxKiLb+LrAezcufjOyhN8aXPl/TR+qTuxBERyU/mn+8zwBnOsIIV1KIWb/FWim3Hjx/n5s2bANStXxeFSrf5MoMYREPVEBdcyE1u8PnXDmYzxMT8s85RVFTaLhAR8U/pwTS+fq64cpKTnFPnKEnJdJ8jlIUszGFOygc//xxt3DgaXLHjfJ5E1ALF32eh0jFHuF+q/IVxdWXgO39wk08JJ5w85GGb7TbL+3sQxC2MY+/evc8chHQ6nXWYbnx8PCaT6SlHpI3RaGTs2LH8/fffgGXdqz59+vDmm2++kBAEsHTpUm7fvo1er6ds2cf0+gmRiUkQEkI8F7PZzNWrV2nVqpW1FyhZzpw5qVmzZpr+0T/GMd7hHQAWsYhLXEJD4/bt2yxYsIBRo0ZZF850dHSkXbt2fPXVV3h7e6ffk0qj7GRnMYsfuc0ShvTkyOqKV7aUw5r8Cj96RXullGWNl4ULLUOrunWzlsxWSnHq1Cn27t1r3f9UrlMcMRzh2NJjsARQli8TJmxsbKhcuTL9mvTDz+xHgi6BElqJ1D+5ceMsvSJOTvDZZ6k/Lg2MGKlOde5wh9GM5ixnUwTgZJ4fe1K7Ym1ykpMd7CAv6TP8rihPWATW1hZWroRp01B161rGTqbFsGFw964lUI0Y8fT9/8UZZ8rw5Ip66cZksvZe3XFKIDmKhy0cDy7twMvrxbTjAa64WsPaHvYwhSkYMeK805loczSbNm2iY8eOD/eoplLz5s0ZPXo0ISEh6RqETCYT3377LSNHjiQxMRFN05gyZQpNmzZ9YSFIKUVkZCRmsxlHR0fq16//Qq4rxOtEgpAQ4pkppZg0aRKTJk3ixo0bgGU+UJkyZaw9Nmnt2bjFLZSmQFm+Nyszu/7cxfjx4/ntt9+s+5UrV47evXvTrl27dB/Xn1H+/Vr8+4YoxfbvvkMbPNhyM3rpEsO/dWW0fjSFQgqR2CaRiycvWvZ7AziE5VPyPMBXYGhsYIBuAF0PdQUsw3Hc3J4yt2ThQsvCSYULw++/Q/IQGl9fWJexhQMSSeQe91AoTJqJ2+r2I4NQwicJJGgJXOEKS1ma5qpdAJFEUp/6HOUo3/ItfUhFz1jTppavZ+Hl9fQiE68Kvd6ygNbu3Szt7sjIFcV507Y6DQv1BzLg71hMjGVCXq5cltLrTwkIlanMWc4SnBjMuF/HsYlN/P7776xatYrWrVs/U8BwcXEBTzD9YqJMkTLMZCYf8uGzPiPAEoLGjh3LN998Yy3h361bN+rVq/fCQhBYqsXNmzcPgPfee4/cuR/9wYsQmZkEISHEM1FKcfXqVaZNm5YiBC1btgxXV1d+++03Ll26xObNm2ncuHGqz/s2bzNADWAXuxisBrNq5Sp69OhB1P0hSc7OzrRs2ZJRo0bh9RI+oU5PSqnH3xgFB1vn5lza8xcjDAGgg9O5T1uGv520TLr2ae3D37q/QYHmrTEgdgAfe3yMr69v2m66hg5Fi421zAlatswyqT9XLmjYMF2e65M44sh85jOVqbyj3qE8j+518Qj0INo3Gp3SUYlUlvT7l01sYp9mmTz+lfoqdUEoM9myBbV7N/X8/KhnmzNjr9WtG9rKlQCo5cuhTZunHuKLL742vpxrco5NGzcRFRVFjx49KF68OKVKlXqmZsQ1iIOylp7JoWrocwWh5J4gawjSDNSs8y4fdBvAhaA7uLnE4ZMzC5qmcftuNDfDwlHKkgFzZHUju6dLqv7eJiQkceX6beITjIDl+KxZXMiZ3c16/ObNmwkODgbAzc0tXefWCfFfIeWzhRBplhyCWrZsSVBQEAAffPABu3fvthZF0DSNhIQE6zC21NKhYyIT+TXsV25Mu5EiBJUtW5bZs2czb9689A1BSlnqZi9f/kLKBD+9OYrY3r05kzMnB/R6Gh4IgMP3N8ZCVc+qNGvWjDVr1rDjsx3Uu1IPTkDxCcWZMGEC+fPnT/snz/drhSudDrZsQfvoI7R334XVq9P3yT1GRzpyiEOMYESKuTAP9ioWn1ucLWoLRzhCLWo903X88cdGWW4I3+TN52/4f42DA9SpAzkzOAQBXLyI0jRLRcLLl9N06LvvvkudOnXAHiJXRPJm/jeZx7w0N8HOzo6WBVuCJU88c8CGf+YEjRgxwtoTVPGthlyJ9aVpj5nU6ziRMTM3kpBoxGQys+a3Q9T/YCJ1O07gnU6TWLlhP2bz03vQlVIcO32N1r1nUbfjBOp2nED9Dyby9ZSfiYlNQClFQkICly5dAqBo0aL07NnzmZ+XEP9l0iMkhEgVpRSXL1/m7NmzGI1GRowYkaIy3GeffUbBggUBKFasGNWrV7eWPE6rsLAw2rdvz9atW62P1a1blyVLlpAtW7YnHPmMFi1C69IFAHXokKXc8QuWfLMfFRXFwIEDOXDgACfur4kEkP/D/Hi+70m/6v1o0d0b2+BgKF4cMNArsBdbGm8hW43neG0WL0a1bQv580PXrpabU4D7iz++LCaTie+//x4AzaxR51GrnKZBcYpzjGOcVqepR730aOKr69dfoWdPy+90zRp41Uonf/edpX25c6e5Gl327NlZsmQJpUaU4tY7t0gggYFqIN3olqbz6HQ63jC9Af5QvGlxZn82G+Vyfw2vNHyYkByCkucEAXTr3p13W3Sj8+BF3LkXjaZpREbFWcI9EBuXyK07UZjNCoNeR0zcP/OyHkcpRZLRxPa9pzl14SZG4z/zmv7cd5YLV2/hX8yHiIgINm7cCECDBg0oXrx4ml4XITIL6RESQqTKmTNnaNy4MQ0bNqRJkyYpQtCyZcso9kBJYScnJ9yTF9ZMA6UU+/fvTxGCXF1dadeuHUuXLs2YEARw6hRKp7Pc/J84kTHXeAylFDExMezdu5cPP/yQ6tWrM3/+fAIDA1FKYWtry4gRI9j+y3b2f7aftgn/Z++842u+/j/+/NybnUgisfdetTe1d62iRq2iVGuW0qp+UTq0lFJbq6g9WnsVNWvvvVcQGSJD9r33vH9/fOLGJYkgoe3vvvJ4P8jnc875vD8z53XeKyfOdeqgdemiV359BANcGnKJfOR7OhNYUggNhcaNoWhR+OsvPRnD229DqVJ6goSCBfUsYR8838QyrbF161abxBBpgWIUozWtcSP1NX2sCA/X3QWLFIHHYtb+kRg6FG7fht274bffXn68ixf1eKfnzZyXHN58E06fhs2bwdc39f2WLYMCBcjSvz/dyne0WnOcLjpZ0+k/N87D+bHnaVS7ETVq1GDw4MGp7moymfjuu++s7nCaptG7d29+nDgRt+eoG5Va3A+NZPvf5zCbLWgaOBj1qdzdgFB2HriI5TGrktFoJG8a1vSyw47/GtKdCH3//fdomsagQYOs22JjY+nXrx++vr54eHjwzjvv6HUuHoOfnx/NmjXDzc2NLFmy8Omnn2I2m9NbXTvssCMJnD9/nrZt23L+/HkAsmXLRs2aNalVqxZLliyhQYMGL32MwMBA3n33XRo2bGhDgmbPns2CBQvSt/5Fv35QtqyeGGD06FR1OcUpKlGJetTDH/8XOmxoaCgLFiygbt26NGjQgLlz53Lq1ClAd9kZO3YsO3bs4PPPPydPnjx6p9OnAT0xHCdOWN0UqQ33mt/DT/NjAAMwYUIQdrGLPex5+uBz58K2bXD1Kjw56atTR7cE7dwJaUA+b3CD1ay2phhPLZRSHDt2jJiYGAB69Ojx0rq8NBYuRNu8Wb9uH3/8urVJGW+8gYaeR+O5ah8lhUuXoEwZtI4dn11LKr3Rrx/cvIn2+++0OgNUArpBaNVQevTo8dxkKGvWrLi4uABw6tQpDhw4wL59+whPRbrzRyTom2++wWQyoWkaH3zwAT/++GO6kCCAUxduc/qiHvuTLbMXb1YqjKZpxMTFs+3vs4SGRbFixQoiIyNxd3enffv26aKHHXb8F5CurnFHjhxh9uzZTwUwDh48mI0bN7Jy5Uq8vLzo378/bdq0sebat1gsNGvWjGzZsrF//37u3bvHe++9h6OjI2PHjk1Ple2ww44nYDKZmDRpEhcuXAD0WhjLli2jWrUX96V/HP7+/nzyySecP3+es49ZY0qUKMHIkSNp3759+mdaypsXjh4F4AxnCGYHdaiDIYW1ohGM4AR68dJJTOIHfniuQ4rFwqGxYxk/cSLnAWqBi8mFMqoM77zzDlWrVqVatWpPZ8Tr1AlZuhSuXYPvv0dEmDt3LkSAZtYQByE3uXHAgS/5km+0bwD4Sr5iBCMSxylcWJ8giyAvWIclNfDDj1KUIlqLpqJU5DCHU93XZDKxYIGelrx69eo0atQovdRMPRLcPzVI1+uWJvjtN+SttyBfPr0o7GMYxzgWsYj3eZ/BpML6ce4c2qP4uePHU277sggJgQMHoHr1pN35ChVCO3IE0TRWHjsGJ9EFWLduHQMHDmTBggWp/m60aNGCrVu3EhMTw759+6xuvw0bNsTb25suXbrQvHlzfJ7QJT4+3uoOZzabMRgMfPDBB0xMsAQ9b8bMZ0FEiI0zsf3vc4SERaFpULZEHto1rcSp87cJi4jm1IXbnLzgh5/f7TSvi2SHHf9FpBsRioyMpHPnzvzyyy9888031u3h4eH8+uuvLFmyhHoJH+Z58+ZRvHhxDh48SNWqVdm6dSvnz59n+/btZM2albJly/L1118zbNgwRo8ejZOTU3qpbYcddjyG+Ph4xo0bx28JbjW5cuVi+fLlVK1aNU3Iyd27d+nYsSN///23dZuXlxfff/897dq1I2PGjK803ew2ttGEJogmDJEhNuTmDne4zGVqUAMnnMhHPhQKNMgrqXM9eVQDKCYmhvAePXjr3DkaadBwGexsD7HEMkQN4R3eSf68fX1h//7E35XS/70G5fqX472Z7+n90VjEIh4FHSxggS0RatkS2bAB/Pyga9fnuUzPhXOcI1qLBuA4x7FgwfgCqZjLlCljLX75WtGkCbJ5M1y/Dl26vG5tUoabGyTEvj2O61xnuDYc0AvKdpAO5CBHymM1aYLUrQuHD8PXX6eHtjpiYqBcObQ7d5DcuXV3PFdX2zYbNyLLlmEpWZKt/fsDUNPdne9iYrilFMM2bGDdunW0bNkyVd8Pg8FAjRo1AHBwcMDNzY3o6GiOJiyObN++nenTp/PRRx9Zx/Pz8+PixYv88MMPSZKg9MLdgFB2Hbyou806OvBmhcK8WaEwBXJn5vi5W9x/EMmKdXvZu16PD2revPkLuSnbYcf/F6Sba1y/fv1o1qzZUy4zx44dw2Qy2WwvVqwYefLksfqBHzhwgFKlSpE1a1Zrm8aNGxMREcG5c+eSPN6j7FSPix122PHiiI+Pt/q9P/pD369fvzQhQbdu3aJLly40bdrUSoIyZszIzJkz2bRpE71798bHx+eVkiCAfehWaQR2stO6/RrXKEYxGmgNaEtbAH7gB6YznQWygL70TXHc+/fvc/z4cXr27En16tWpUqUKWc6dQwCDQLXL+jE10din7UvxvGOJpQ99qE99DnHIZp/nJU8GMpCc6PVCalFL36FBHeo8PVjTpvDRR+DujkJxkIPc4U6K5/K8qEtd6kpdHMWRUYx6IRJkMBjo/ZzB9OmKxo31IP8MGdJkOJMpmoG7y1DvuDcnFw7R43peAH74cYhDyDNC7r3wwlVcQcBd3PHA49mDu7npsWQPH8Jjru5pjjt30BJSPmu3b8Pdu0+3yZQJ+vdHEsgLwFIfH6qL8C7QITycHj16cOjQoaf7PgN16tRh/fr1/PHHH7Ro0QIPD/3afPHFF+xPWIAIDAykzkd1aPJpE6KiojAYDHz44Yfp6g4HoJRw8OR1rtwMAsDH252q5QqSI6s31coXRNPQEynsv8C1m7q7br58+axuf3bYYcfTSBeL0LJlyzh+/DhHjhx5al9AQABOTk5PrVBkzZqVgIAAa5vHSdCj/Y/2JYXvvvuOMWPGpIH2dthhB8CZM2cYN26czWrnwIED04QEtW/f3ub7kDFjRubPn0/z5s1fOfl5HF3pylzmcp/7DGOYdfsRjlitGn/xFwAuuNCH5FPSWiwWrl27xt69e5k1axYnTpxAPbLeAHMyZeKHB/e5lxsWd9a3ZSYzPemZoo4LWchsbTaaaHSnO+dIenEI4Gd+phKVMIjhmbVR+tCHX7RfcBZnDnOYUpRK3Dl9ul5U9YMPoEOHFMd5Ei64WK/Za4O/PwQHQ+nSzyzamSooBSdO6C6VaRC7tvLIZ0yrc4ap/aDcjEmI03TdNaxcuVSPcYQj1KAGJs3EIBnEjySf+dAXX/aylw1soBWt8OQfYGl7hEKFkPbt0VasQDp00JN2pAK34uLIgb66GwiEhYVx5swZqlSp8lzfFE3TqFu3LgBvv/02nTt3Zvny5YSHhzNlyhTKly/PwF0Dubn5JgAewzwovrM4Y8aMwfVJy1UaQkSIjI5j656zREbFAmDQNPYcusSZS3cIDIkgwWGT2wHhWBx8cHew0LRp03TTyQ47/gtIcyJ0+/ZtPv74Y7Zt2/ZKVyGGDx/OJ598Yv09IiKC3Llzv7Lj22HHfwkXLlygW7duxMbGYjQarS4fL/uH/ubNm3To0MFKgjJlysTIkSMpW7YsNWrUeK0kCKAgBbnFLQSxiQ9qQhPekDc4z3kbgpQUgoOD+eOPP9i9ezfr168nNjbWSoAyZMhA1qxZ+eCDD3jvvffQvL255LiLzoa9dKYzxShmU0MnKfigxymIJlyVq1zjWrJtnXCiH/1Sde4b2QhAnBbHHtmTSIQuXkQbMEC3MezeDU2agJdXqsb8R+DYMXjzTbT4eGTYMPjuu9T1Cw2FTz+F2Fg9i16Ox1zHundHW7QIMRp1i9rkyfBkLNdzwMdJr4nVXL8Fuq67dz8XEdrFLkyaHsOzgQ0pEiGA8gk/z4ULF2DkSMidG77/Xs80mNbQNFi2TC/qm4pr6uPjA8XhnS/DmX6qLLUyd+TEnPlw/jxffPEFpUqVomrVqi+kisFgsMZHnj59mq1bt9KpUyfWNV0HCtCg9LDS7Ppm19OxfOmAa7eCOHD8qvV3/6Awvp62PuE34VFIktkCuOTASSIpUqRIuutlhx3/ZqQ5ETp27BhBQUGUL5/4gbVYLOzZs4dp06bx559/Eh8fT1hYmI1VKDAw0FogMVu2bBw+bBtQ+yirXHJFFJ2dnXFOj4+yHXb8P8PFixdp166dNUNcvnz5GDt27AuToLCwMK5evcqkSZM4cOAAJ0+eBHQS9Ntvv9GkSZPXToAeh5bw8zi88eY0p4knHmeS/s7cv3+flStXMnv2bM6ePWslP5qmkTNnTipWrEj//v2pUaMGjo6OGAw60WpEYxo9Rz2bNrTBRVyI1WKxaBb2afus+y5dusTFixcpVqzY8542n/AJn8qn5CQnb/N24g43N73Iqog+8XVIxxw7sbEwYgQEBcGYMRy4dYvg4OCXG3P7dkio68KqVU8ToZs3dRe3J9M3jx0L8+fr/zcabdNPr10LgGaxwPTpSM2autVp/34YOBAec9lKDRpX+IKFf/tzusVm8k7304uZtmnzXGM0oAGZJTMhhNgkP7jOdTIm/PDLL7B1q15X6No1Pf16y5apP0ivXnDokP4sFCqkZ29LBzzgAV8Yv0ChGMtYMpG01c1oNNKnTx/+Lvg3ARXjeKfDCWbIBxTfX4Jz588TEhLC5MmT+fnnn184vixbtmx89NFH9O3bl/DwcNauXQsBQEcwuBj4NMOnOKTBO6FEOH72Fgv+2IfBYPv9yZvTlyplC7Ln8CXuBNhmxEs6IYMGLlmoV7O41bXPDjvsSBpp/hetfv36nDlzxmZbjx49KFasGMOGDSN37tw4Ojry119/8c477wD6H28/Pz9rFqpq1arx7bffEhQURJYsWQDYtm0bnp6e9qJgdtiRDoiPjyc4OJhVq1Yxa9Ysmwxx8+fPx+slLABjxoxh9uzZNvF9mTJlYsGCBTRu3PgfRYJSgob2FAmKj4/n3LlzzJs3j927d3P+/HlrpqYMGTLQuHFj6tWrR7t27ciQIUOaJHrR0BjCEL7lW3JLbprQhGtNr3HixAnu3buHv7//CxOh3vTGFVfbOJ48eWDjRl06dQJ395c+h2QxcyZMmqRbBQICuNy2LREREVbS+EJo0wYmTEAePICEwHorJk5E+/RTxMVFt3ZVqpS4z9VVn/BrGjzp3dC/P3z3HUJCaurr14kb8wX+OSDf29vR7oc87YK3ZQssXKgTjw4d9LFv3oTs2dFcXOj85gx4ExgbqR/vOSbXJzhBDWoQo8UwRsZYXTa/4itGa6NxF3cOXP6NUh9+aNVZANat437wBcTLk8ykIk16wmKIJoKkoxvYaEYzB72IrhEjM5mZZDtN06hQoQJOIU7Eo5NdV1yZOHEiFy5c4Ny5c6xcuZKwsDAGDRr0wt+b1q1bM2vWLE4npK7nELzd623mzJ2Dr9tz1D9KAUoJa/48ztptJ2y2axq0aVyBvDkzse3vc8TF62VEsmbypEalIjg76s+JINy8fZ+DJ6/r99boRo6CFXBwcEwT/eyw47+KNCdCGTJkoGTJkjbb3N3d8fX1tW7v2bMnn3zyCT4+Pnh6ejJgwACqVatmNV83atSIEiVK0LVrV8aPH09AQAAjRoygX79+dquPHXakMeLj4/n666+ZPHkysbGx1ol8zpw5Wbp0KdWrV3+hyYN7woQ5JCSEkJAQQI/1GzBgANWrV6d27dovTYIEwR9/spIVhxf9nO3YAYsWQYsW0Lp18scSITQ0FFNCCuGVK1dy9OhRVq5caa1zA/o3sEmTJtbEEumR5fJrvmaQDMITTxw1R7p3787ChQvx8/PTrRR37+quXM95fZMNmm/cWJdHiIgAiwUyZnyJs0gCDg6J5MMxjSZwDx/qBVDLlYMBA2z3LV6s/xsXB+vX2xKh4cN1PWJj9f8/jm+/Rd5+G+bPR0qV4n75PFToDLfzQLelMcx7UoeICL1YrdmsFwOtXBnGjEFbsEDPjHb8eKJF6jlX8EUUSyN/JiaD/gwuZzkjGQno8WQAUVoUm7z2686Omma1ImxpAi29iqNQrJDltPGvClmzJk/CfvsNxo/Xde7W7bn0fB48/i4/670uVKgQBQYU4GKzi/Rv2Z+u+bpiyG2gb9++fPLJJ8TFxbF161aOHTtmXXx5XmKdNWtW+vXrxxdffGH9lp0+choXSVv3fyUClqctPBaL4sylO5w45wfosUENa7zBlNGdcXPVvy8iwo79F+j88SzCHsaCwYHzN8IJi4gmk0/aJPWww47/ItK1jlBymDRpEgaDgXfeeYe4uDgaN27MjBkzrPuNRiMbNmygT58+VKtWDXd3d7p168ZXX331OtS1w47/JESEs2fPMmnSJBYtWoTZbMZoNOLj40Pjxo3p37//S2WI+/bbbzl9+rS1NpCbmxufffYZgwYNSjMrUCc6sVxbTjEpxmEOpy77VQIiI0GLfIh706ZgMsGCBXqRzHz59AYXLsC0aUQXK8apChXYuGkTK1eutLrpRkVFWUmjwWAgX758vPfee9StW5fKlSunvGgzd64eu9KvH6TSym3Bwo/8yF3u8hmfWdMdx8XFsXHjRsxmM25Akfbt0cLDkXbtYPnyVF+PVGPHDj3bnMUCK1akSB6fGx99pMfmBATA//6H8/btL2cNAl3X4GCddFSogKlGFR7yUI+16t5dz4Dm6gqtWtn2c3WFlBLwVK6sC/A3a7id8EgvfNfEXEg50kspnXyjZ0aTv//WidIL4L0DhVj85k00BaJBDxKLzr7P+/yP/5FBMtAia09kcQW9iG6hQnDlCsvH+mNhO4Kw9NDHvFPdH3njDXj3XT25xGef2cZG5cwJP/30QnrawGTSCWpSNYLQLUJGjCgUoxilt58wAe7fh2HDIMFT5BGcAp1gEGQOz4xhpIHVrObkRycZXnA4m0Zt4vDhw4SEhNC3b1+OHj2K75NukKnA+++/T4MGDejatSv79+8n/pG75TOQyceDJrVL8TAyRrdglcqH0WjAoGkUzJuFFvXLPqPekEb5knmJiomjevlCmC0WHByMtG5cHs8MrhgSvqUigm8Gjejgc6AcKVGiBPnzZCEiMtZOhOywIyXIfxTh4eECSFhYmCil7GIXuzwhFotF6tevL+heMmIwGGTAgAESFBQkMTExaXKMdu3aCSBeXl6yZcsWiYqKSjP9I1Wk8NjPNrUt1X03bVLi5KTExVnJdkMDUbodQtSVK9ZrY86fX5SmiYA0c3GxXidA3N3dxdPTUzw9PeXdd9+ViRMnyv3798VisSR9zPBwUWaz/v/t2/VjGQyi8udPtc6z1WxBEIMySCPVSCwWi+w+tlu6dOsiRqNRAKmTcB6PREVEpP2z06OHKE0TBaLefjtdn9GwsDDJnz+/GAwGOXjw4IuN4+trvY93/14puVQuQZBRapS+/84dUaGh1vYP1UP5Un0pY9QYiVSRqTpGoAqUbCqbIEhH1THpdps2ierYUdSSJfrv7dvr9yh7dlGBgS90bjExYTbvwKKTnz3Vxk/5SbgKT7L/WrVWDMogmtJkWfsnnh2DQVSjRml/XwMCROXJox/jiy9S1+fHH/XnzWAQ1aaNzT6z2SylS5cWQOrXry8X1AXRlCaa0sRDecjFGxelcuXKAoimaTJx6kSJUi/+HTpx4oQ4OjpKjhw5JCQkJMW2FotFTGazRMXESVR0rERFx0psXLxYLBaxWCwSH2+ybk9JYmLjJS4u3mZbfLzJ5ntz+/ZtqVGjhqAZBc0oX3/znUTHxIn50XfHLnb5fyZhYWECSHh4eIp84bVYhOyww47XC7PZzJIlS7h6Vc9AlDdvXvr160f//v3TJdtjxowZqVmzZpqml3XFlYbSkG3aNnJKzufKgDVvnr7IDLCgzq/UyziY+KZNifD2Zum0aTx8+JCefn5kFkEDtNhYXF1dyZs3L23r1eOj+Hg8ChYkpmtXvHx8Ur5mn3+ONn48Urw4ywfuI/avGLqDPt18zKXOhAkDhmTr7MQQgyb66m800QzyH8TUslNhNPAnGIONXHBw4HZcHLmB+2XL4uvujhkzmM26i5Gm6daIl3E7e/tt+O03PU7kSStKGsPZ2RmDwYBSiqlTp7Jw4cLnH2TNGvjpJ6RiRTZVC+WOpteomcY0RjNat/xMmqSnwe7Th5HGkfyEbvW4xjUyk5mmNKUudZM9RGYyc4Ur3JbbFKVo0o2aNNHlEZYuRUaP1jOwvWDclbOzJ02OZGJLpfvkuGegSe4PnmqThSzJupe1oAW3uY2KiyHnH0UBi20FoujoF9IrRWzZguanu3gxdSo8VnA9WcTEJLp5RkU9tbt69erW+J044hBNQCCeeHLnzc3PP/9MtWrViCkWwxe9vuBzPmcpS2nD8yWkAKzfsICAAD766CNrApSkrNyapmHUNFydk7ZqOjgYcXBIfba55F7b4ODgpwpTOzpouDjb44PssONZsBMhO+z4fwaz2cy3337L2LFjrfEuEyZMoE2bNumWuKBixYppklnpcWhobGQjZ+UshSj0XG5xzZrBypUamibkrh7GtKx12LVpEwdGjiQwMBClFBuAYcBpo5EbRYrw96JF5M6dm0x9+sDq1WhK4entDR9+mPLBJk3S9b1wgZV9drBWa0VcjtH0rnBMdz0C1rOeDnTAHXe2s50ylEnsb7GA0UhvenOd65wJPUPV9VX5vvn3etGUfOA+150x58eQN29e3mjfngIifDVyJBm03bRQzTDExLCxtRM1jjjrDHDlSv0ivAhatoTr1xGzWc8+ls549NxEJTEBTgkWLDqpfPNN3Z1v+HBq7S6I+0Z3orSoxMx4ffvCypVoSiEGAw/7PkRD093FWIoZMz/xE9e4Rm6SL8ngjjvFeI4kFZoGL5DU4kmsd9vB/T5fkqFJe9xa2tbcmcMc+tKX7GRnD3vIS96n+mcjG6KiwWBALBY9kULHjnrc1LffvrR+T6FGDSRDBrSHD5N0B7Tet8cxcCDcuaO7xj2R9c9gMNCoUSNmzZoFQGlKM1WmspnNfMiHuOJKiRIlaNOmDYsrLibOKQ6AGcx4ISJkMBgwGo2YTCZWrlzJoUOHOHr0KJnSoJ7Ui0ApxerVq9m3b9+zG9thhx1P4SWdr+2ww45/E5RSjB071kqCNE2jRYsWFC9ePF2zt2XOnDldxnfAgbKUfS4SBNCxo4l9+0KoW7cPP/30JgMHDmTVqlXcu3cPTdNwc3Mjf6dObP7wQ5odPsyOXbsoV66cPtlJCJYWTYMHD559sIQkA/EOrhyhEgoD411G6SmY33wTgJ/4iVhiecAD5j0eat+nDzg5Ic2acXr/cQpNK8TVslf5rvt3yPnEtXutkcYnn3xCs2bNKFm1KqcAMzCLWURrMUR6wM/d4/W4jNhYmDbtua6XFSYTzJoFGzZArlwvNsZzwMnJiT599AxoSimbgrQpYRCDcMKJxjTWs4l9/z2aCEU2X+Xa6gkclsP8wi9648fvZ0gIX/EVbWlLa1pjwYIgmDUzkUSmyzm+FJTCWL8hWWevwa1NZ7h40Wb3eMZj1szc1m6zghVPdT/MYTKTGR/XnJxfOhLq10cmTNCTSPz+OxRNxrr1MihQAK5eRQ4fTkxPDpgx04IWOOHEhzyxuODurhf1Xb48RfJ99+5d/P396Uc/NrCBFrQAdDKdIUMG2AaP0ua9JW+9kPp58+Zl4sSJlCql19m6c+cOAwcOZP/+/ZjN5hca80WhlOK3337jk08+eUackR122JEsXk3EzquHPUbILnZJFLPZLOfPn5dff/1VcuTIYfWX79u3b5rG7Twpj2KE8ubNK5GRqYu3SC+xWCwSFxcnW7dulWbNmkmePHls4qMqVqwo7733nsyePVuuXLki8fHxSY915oyohg1FdekiKjXfl7g4UQUKSCwO0o8pUrtcmOzZY9vma/W1HuWhkOaquSilxHTvnk3MRn1PT5s4pTxN84jBZBAEaa/aW8eqW7euAFKvXj2ZaZlpjR+Z2/2x+I9x417sOo4apfcHUcOHv5L7Nm/ePAHEw8NDTp069cz2Yco2bmaP2iOqeXNdbzc3axyYVc6d0+9np042sUJKKflN/SbVVXWZoCa83HmcPy/q++9FnTyZttcnLk6Uk1NijNuePTb7+6l+giAOykH2q/1P9e+uulvjadqqtq/kfiYnR9QRm/sWoAJS3XfVqlVCTYQhyIq/VyTZ5tKlS1KyZEmhMJK5cWaZM2eOPHz48IX1PXXqlLi7u1vfR29vb+nYsaMsWLBAQkJCJC4uTkwmU7pes3nz5ombm5tVhzJlyojBYBBAxo8f/1rvp13s8roltTFCdiJkF7v8xyUuLk7+97//SbZs2Wwm0h999FG6k5PRo0eLpmni6OgoX3zxRfLkIp3F399fvv/+eylWrJh4eHhYr4GmaeLh4SE///yzBAcHp58OPj4yuxeSIRypHlxUQlfNE+XtLapsWVH37skBdcBmEngt7Jp06dhRrjo6ioAMG4EQibAWKVyisHTq1ElOnz4tN9VN+Uv9JfEq8brWq1dPJ0oF8siE4AnyrfpWjlxYJOrIEVGnT4s6cECUxSJr1VqZpWalOiGAUkpUz556wLrBIKpbt1dy7+bPn2+9X3Pnzn1me7MySylVShAko8ooQSpID7Z3cRFVtaqoVE5+zcosS9QSmafm2Vzf55aICFGenolELK2fs6VLRVWoIOrzz0U9nqxj0SJRXl4SUaGInA3aJbPVbFmj1ohFJbb51fyLdFyMdP0NmRL/4yu5n8nJA/VAMqvMgiBFVJHnuuaLTi+SBOOdZAnJkmzSkv79+9ssfowdO/aF9Y2Li5OffvpJSpQoIZqm2XxTChYsKMWKFZM2bdpIcHBwuiQssFgs0rBhQ+txmzdvLocOHRInJyfJnDmz3Lx587XeT7vY5XWLnQjZiZBd7CJK6auGjo6O1j+YOXPmlFatWsmlS5fS/dhnzpyxZjTLmTOnRKRHFrMkxGKxiNlslu3bt8sff/whtWvXtiGBmqZJxYoVZd68eXLu3Ln0z6y0Zo34PjBaic78T7MlruL/8IMEq2DJqDIKgmR/mF2KlSwmmqZJBpDGzlgneQiyPGh5isdauXKlfp7fJPZ50qKxXC237uusOqf+PG7cEFW3rqhatURdvZru9zFUhUq1uGpiCDEIHZHy5cvL/fv3n9kvXIXLerVe7qq7+jZ390Rr2LJlqTr2j+pH6zUapoa9+HncvWubjS0t37s7d0TNmKET3Cf35c1rfca6natsPZfFanFim3HjEvUaMSJd7+UcNUd8la/UV/UlQtl+B06dUjJjhpJTd4NknVonoSr0ucZeZ1lntagaYgzJEqFz587J22+/LQ4ODgLIkCFDXvq8/P39ZfLkydK8eXNxdXW1IUWAFC5cWFq3bi27d+8Ws9mcfGbJ55QjR45YF3WaN28u9+/flytXroiTk5Nkz55dwsOTzhRoF7v8f5HUEiF7jJAddvyHYTKZOHLkiDUeaMCAAezatYtVq1ZRuHDhdD9+gQIF6NevH5qmERQUxKpVq9L1eCLC7du3GTduHFWqVKFFixa888477N69GwBvb2969uzJwYMH2bx5M926daN48eLPV6vGbNaLSWbLZk2E8Ey0bEkF7/oAGMVIaacKelC6pkH58viID3vD9/LFsS/I2y4vF89eREQwubjQcOwECsTpcRFu4kb1TNVTPFTx4sX1WKbCgIAmGtvYhjyWD+wKV9BEQxONS1yyHWDzZsibF2rV0oPTH0fevPDXX7Br1ytJlLCSlRxwOoDKqOAHOH78OJcuXXpmvwxkoBnNyE52fUOFCgCIoyM8UfA7OVzhCgYxYBADV7jywudA9uzI998jhQoho0bpNXxeFLdu6TWobt/Wk2hUr47Wt69ez+jOHdu2lSvrz5jBwKVcUdb7bXMuV64gBgNiMMC1ay+uVyowlKGEaCH8pf3FOtZZt/v56er37avRqkYmmqrmeOH1XGM3pjEFdhaAS1B4fPLfteLFizN79mzc3Nxe+DyeRLZs2Rg4cCCrV69m//79HDp0iNmzZ1sLSl+5coXVq1fTvHlzqlSpwoIFCxB9EfqFj3n//n1GjBhBZKQet9atWzd8kqnJZIcddjwDr8A481pgtwjZ5f+7xMXFyciRI63WoJYtW6ZrPFBycvHiRasO/fv3Txf3OIvFIjdu3JBvvvlGChQoYLMiC0jFihWlQYMGsmrVqpdfkd2507bWSnR0qvpFqkhZppbJKXVKVGysqJUrRR0+LErpMQ4lS5ZM1LkRUnxQcdl/YL+YTCYJUSGyWC2WK+rKs49lMsmX5cpJhZKI032nJK1CgSpQ6qq6UkQVkZ1qp23/N97QY4BA1GuOM9iv9oumNEEQ42aj9Tl+Vv2WpyQiQnchO3s21X2uqWtSWVWW0qq0nFRpHNvzIhIeLsrHR3/ufH31ejwJ9ZEERP39t237mBhRK1aIOnpU9qg9UlQVldqqtm3szeXLoipW1F00z5xJV/1rq9rWOljH1XHr9t27ldVgZjAoiYp6sfE3btwogJQsWTJFN9eAgADxTIi369Chg0Sn8v19HrFYLHL8+HGZM2eOlC1b9qkaZK1atRJ/f/8XGjsoKEgaN25sHa9IkSISFBQkSim7RcgudnlM7K5xdiJkl//HEhsbKyNHjrS6gBgMBhkzZsxr0SUyMlKaN28ugGTNmlVCQ5/P7SUluXr1qmzatEmaNGnyFAHKlCmT9O7dW3bt2pWmx1Q3bojFyVEGTUQK3nSQqZYpLzxWSEiI7NixQ8qXL2/V2/EzRyt5+VH9+PzjDhtmnRwXXeksmtLEoAzSTXUTf+UvdVQdKavKyhF1JOn+HTokTq7Xr3/tz/IhdUjmm+dLySqJRHH+/PnP7jt7tqiCBUX165dYzDad5Zq6Jr+r35MtYPpScumSrYvd9es6Uc2aVS9ym86B+S8r4SpcFkb/IldXTxR19qzEq3h5X70vBU1FpEa3K5I1q5KJE59z3JgYUatXizpzxkqEAPnzzz+T7RMbGyvdu3fXXWS9NSl2pZgUV8Vlu9qeLucdHBwsu3btkhYtWth8n2rXri379+9/Lrdci8Uibdu2tY6RIUMGWbx4sXVxx06E7GKXRLETITsRssv/U7l27ZoMHz7chgT169fvtViDHsmoUaNE0zRxcnKSsWPHvpRVKDo6Wvbv3y+bN2+WIkWKCKUR6iFo+uQgS5Ys8uGHH8qpU6fSzB//STl4eZGVrBiU4amYh2dJcHCwzJ07V8qVK/fU5KhRUCMxKIMYlEG6qq7Pr1/9+qJAzCCDyiA+D3ykkCokp9Qp+Vx9LgZlEBTiqTyTJkNRUaLmzhW1PX0mhi8iFotFfv31V2uWLm9vb1m9enXy9zcmRpTRmEgadu9Odx1vqVviptwEQcqr8jZJCdJELBZR/fvrSTYGD37t9+SFpGVL/X44OMjeY1OscT0uysV6vQJVoKxVayVEpcLq9847+nhGo5yY87O4tnAVSqZMhJRSMm3aNP37OFA/vqY0KaFKWJ+16Jg4uXknWK7dCkxS7tx7IFHRsTbP35N9/ANDxWRKJDn379+XOXPmiLe3t/V9d3Nzk9mzZ6eKDFksFlm6dKnVmvUkCVLKToTsYpfHxU6E7ETILv/PJDo6WkaNGiX58uWzyYz0ukmQUjo5c3FxEUB8fX1TFfD+pNy4cUOaNWsmtWvXtqaI5a3EhAA5fsshS5YskZMnT6YdAYqLE7Vtm776/tj2m+qmOCrdcpNVZU0xw1WMipGtaqv4KT8JCAiQrl272liAHrnLVKxYUXbs2CFH1VHJrXJLbpVbjqljz6/zX3+JycdHrhoMUhAkT548Vjec2Wq2dfKJQmqr2q/9uU2tWCwWm1V1b29vOXToUNLtzWZRuXJZJ92PUmbHq3jZrrbLNXUtzfXborbYkOOXyjT3X5UsWazk9PacMTopT8gSp5SSCBUhWVVWQZB8Kp/Eqtjkx4qLE+Xrax1vwKk6+tW3IN8f+T5FPWJjY+X9998XWmB9H1qoFtbn7OjpG1Lp7TGS980hT0m+GkOlYsvRMvirJXLi3C0xJZCYo6evS6WWiX16DJ0jD8JsMzJaLBZZtWqVlChRwvocu7q6Srt27eTWrVspPvuPkyBAZs2a9dR3zk6E7GKXRLEnS7DDjv9nmDx5Mt988w03b94EIGvWrAwcOJAffvgBV1fX16pblixZ6NixIwaDgYiICDZs2PBc/W/cuMHEiRPZ6LeR3fd3o5TCwcGBzK0ygwIEcnfNTYcOHShdunTaFW/t0gWtYUMoXhzOn7duzkMe9rGP8TKe/ezHYfpsvTjq7Nl6g7Aw6NwZGjem/4X6NNIaUVQV5Z0h77Bw4UKOHz8OgIeHBy1btmTjxo0cPHiQ2rVrU57y3Er4KUe559e5bl0MwcF8//77XAP8/PyYP38+Sil60Yve0hsSLk9ucr/c9XnFmD17NrVq1QIgLCyMcePGERYW9nRDgwH27kXGj4e9e6FgQQC60Y0GWgOKU5wznEkTnQ5xiHrUYxnLqCf1cBInRjEKBxzSZPz/FMaMQVxdkQoVyNm6P7vYxQ/yAzvYAcBNbhKoBer/124SSGDyY3XpghYSorOCYsXYVTxIpwganPc+n3w/9EK9/fr1w2uPFw5tHBh8azALWWjdHxdv4s69B9y6G/KU3Lxzn6OnbzLlt+0MHbucG37BiAhx8WbuBCT2CQqJQCnbhAiapvH222/z999/07p1awBiYmJYuXIlM2fOxGKxJKlvSEgII0aMICIiAoAGDRrQpk2bdC2CbYcd/19gJ0J22PEfwMmTJ5kzZ46VIPTv35/t27czYcIEXFxcXrd6uLu7M3r0aFxcXDCZTFxLZYaqmzdvsnXrVmrVqsW0qGlwGjgLH+37iN9//50d3XaQS8uFG24MY9hLTww2sIEa1GAAA1AoPUMaoMXFwaFDNm0rUpGhDCW/nxFtwAC0AwfQ+vQBf3/OT+mDLF+K/LWd9oP2AxBjjGFf9D4AMmTIwKRJk1i/fj2rVq2iVq1aGAyGNJvYaJrGoEGD8PLSs2/NnDmToKAgNDRmMpMFsoCJTGQGM9LkeK8CmqaRNWtWli1bRrFixQBYtWoVvXr1SpoM5c0LQ4dClSrWTdvZDkC8Fs9BDqaJXh/wAbvZzXxtPu1oRyyxjGJUmoyd5pgwAerXh3TO3pgsPvwQoqLgyBHImJEa1GAIQ8hBDgBKUII20gZNNLpJN3KRK/mxHr2bAJ9+ynDjCAzxGk63oNzJUs/MylagQAGcnZ0xrzZzd9hdXOKT/046OzmQJZMnWXw9cXVxBMBiUew/eoWte89hsahUXwJN0/D29ubXX39l5syZ1mxvP/30E7/88stTZCgkJITu3btbv5kNGjRg8eLFembIZBAaGsrWrVtTrZMddvx/hp0I2WHHfwATJkzg+vXrgJ5KdcKECbzxxhvPlxY6neHj40O9evUAfTXfbDY/1UZE8PPzY8uWLXTt2pUaNWrQtGlT7t69C42wWn8iqkbQsmVL3nB6g1vcIoIIWtEq9crMnQvNmsGyZdZNZsy0pS372c90bTq96Q3Dh+vphYsWhRYtkh7LzQ1xckI0DXFxIcYVZvuuxKBAEO5HJ+h9AjwOeVCkSBF+/vlnBg4cSO3atdPtHhUvXpz27dsDcPv2bbp160bQ3btoJ07SJao1gxmMBx7pcuxnIYAAutCF7nTnPvef3SEBj8jQ4MGDrVbOVatW8cEHHyRNhp7AcIZjEAOFpTBv8/aLqm8DX3zREkxsvvimyZjpguPH0T77DHbuhI4dISbmdWv0FAwY+J3fMWFiHvOs1zVJPPFudgisQ3AGA7H5oWqvb559LIOBjBkzArBmzRpOnjyZbNsalYqw7peBbJ4/mI97NMTFWSdDsfFmTl+8TbwpaUtOSvD29qZ3795069YNTdOIiYlhxIgR+Pn5WduEhITQrVs3Nm3aBOgLSuPHjydz5swpjh0bG5vqxSY77Pj/jn/OLMkOO+x4bsTFxTFhwgQOHtRXt/Pnz0/fvn1xcnJ6zZo9DXd3d4oUKQLA4sWLCQ0NtdkvIuzYsYMqVarQsmVLFi9ejL+/P0opsmTJQtG9RXHBhWzhrozvGwnvvw8BAWhoGJL4lJ3nPB3pyBd8gQlT4o5Ll9B69dLr5XTpwpn7OznCEQwYMGK0NtvHPhgyBKKjdbe45FZgM2WCHTv0tjt2cCc8ipk9hX5TYcwo6DMccIU8rfMwf8p8Tp8+Tbt27dLdreWRVcjT0xOAbdu2EVujBlqFCvDGG5DgZvM4RBRXb/1FaNiNdNXtf/yPZSxjEYv4iq+eq6+mafTs2ZMff/zRSob++OMPlixZ8kwrwCAGEU00F7lIFrK8sP6PYylLGc5wfpVfeYd30mTMdIGHh163StPAzQ2Mxmf3eU1I6n0GuM99rqMv+Dz1bh47ho/JggZUDQ/X6yylAA8PDwYOHIjRaCQ+Pp5Zs2Yl2zaDuwtFC2SnTPHc1KxUBGcn3e1RRIiKjkOp1FuEHoemaYwcOZJWrVqhaRoPHjxgxowZWCwWlFL8+uuvNiRo+vTplC5dOtnxNm7cmOQCkx122JE87ETIDjv+xZgwYQLDhw+3WoM++eQTypYt+3qVSgEeHh5omkZkZCRr167FYrEQGRmJn58fX375JZ07dyYwMBCz2UzmzJmpUqUKU6dOZffu3ZyceJIHPOD2tx+R45cNsGABfP55ssd6j/dYyUq+175nEYsAiI8O42q/xqgEDmIxQi2H+lShCv3pzyIW4YwzmmgMZajeyMkJNA1BmMY0OtOZgxwkgAB605shDCGqehkYP57QokUZ/+14zDOEGf3g65Hg4Z2DGZNncPTIUVq1aoWTk9Mrs9QVLVqUGTNm4J7NHe9vIe+tWwBofn5w5ukYmVG7a1MkX0PyOBbk/LX16aaXG3pBS0Fwx/25+xsMBj744AMbMvTll1+yb9++Z/Z1willS8NzIhvZ+Dp6OD2u10Z78RqZaY9btyCh4CYARYrAunUwYIDuVvYPXCxJCUc4Qm5yU0grxAQm6BsT3k0AatTgYW495m1VlizPJHqaptG5c2cKJRS4jYyMxGQyJdnW724IS9YeYOainUyZt53I6DgAjEYDuXP44uj44qTS29ubSZMm4eurWxPnzZvHrVu3WLNmDd999x2gk6Bp06bRpUuXFL8dJ0+efGFSZocd/19hj+a0w45/IU6fPs2CBQtYs2YNFosFo9FIly5dqFGjxj86gLZnz55MmjSJhw8fMmjQII4dO8atW7fYs2cPMTEx1hX98uXLs2zZMnLmzImLi4vtOTk9lvjBUXdROXoUZsyA6tWhVy+IwdbtxxFHooiioqEcl/7yo8lm2NQUBi7LQrh3AADbI1YxI/4rwjKFEUccnnjajLGHPQzUBqKJxla20oAGrGQlgpAhXNE9ZAAdO3fm2LFjALhFu1GhcQV+feNXClUvlNaXMlUwGAy8++67TMg0gZP1T/LHUXhnNZwqDcceTqFHUGHIkmgZWVxItyxGecCWO3MocSBcnzT36qUng0gjjGUsnnjigAPDGPZCYxgMBnr16sWuXbtYvnw5ISEhTJkyhYIFC5I1a9ZX5xYaEADly6MFBCC9esHPPyfZbDvbWcQiWtAizSxHgnCHO2Qnu21yhs8/Rxs/HvHx0S2fJUqAu7vuDtqsWZoc+1VjPeuJJx6AJSxJXKhIgOblxcGff6bDW29RtECBVDnKZsiQgd69ezNkyBDWr1/PtWvXKFq0qHW/gyiyWWI4ce4mH4+5DYBFKR4ZHrP4ZKB25SI4OrycdS1Xrlx06NCB6dOn8+DBAzp27MiVK1cIDw8HoH379nTt2jXFZ9psNhPzD3R3tMOOfzrsFiE77PgX4rPPPuPHH3+0WoJ69erFzJkzKVOmzGvWLGV4e3tTrpyeCS06OprZs2ezZcsWoqOjcXR0JFOmTAwYPICZv8+kUKFCuLq6Pk3shg+Hzz6DgQNh/HhE9Lndb79B794aq/YFkp/8HNeOU4YyjJNxdKITJzjBJVfdIrLlLQhtVZvcb/cnSyBU3Q/nsj+AbNlwXrD8KRIE2FgRDBgSfxfBMOknomrU4NChQ5jNZtyc3BjhMIKdFXZSyOv1kCCrrgYDFStUBA3aroQcd6D8MZjvvhItWzYYORL69oWff6bnldoAeIVDm+gmaO+9p1ve3noLklktfxFkIAPf8i1jGGO1Dr0IjEYj48aNo1SpUoDuIlexYkU2bdpEdHR0WqlrhQULE5jAQAZyG31izO7daAE6mWbhwiT7PeQhzWnOQhbSnvbc5OaLKxEZCQ8fAtBW3qFicF7KWUoTRVRim3nzANAePECrUgVy54ZLl178mP8AtKa19Vl5n/eTbmQ0EgqIQQgiCCFlE52maXh4eGAwGLBYLDaulR6WOM7dXcPtOytZFLwHs0VhtugkyMFoIEcWbwZ0b0D1CoVeevEpMDDQmkkS4MiRI9aYt1q1avH1118/k9jPmTOHNWvWAHqWzqpVq76UTnbY8f8FdouQHXb8y2AymYiK0ic9+fLlo0uXLrRt2/YfkR0uJWzevFl3cXssKNnT0xMHBwe6dOlC5cqVqfxWZRpnbMxUbSofy8dMYtLTA7m7w9ixib+LbTjAActhgrQgAPzw41M+BaAsZSkkhbiqXaVh9Jt4r9jK581aMvxPMOXIgkNssF6RZO5ceO+9pw5bi1pMl+kc5CD96Ede8uJ134znvN/59AdwiwkgFxCbKRPz58+nbt26/5hkFSO0EZz4+wR+oSe4/5ZCOUCnxQk7f/gBzGY0pfjfli109/8erwy58Mh2L3EApeAZ8TevC3ny5KFPnz4MHz6c8PBw7t27R4cOHWjatCm//PIL3t7eaXasBSzgM+0zDGLgDGfYyU6oVYuYLJ64BkUQ3qkpXkn0UyhrwSs0sMjzB9cDsG2bNWnHww1LaTtvDauWwskyFzm+729qujXW2733HkyciBgMaEqhhYUha9fqCwgpID5e57vuz++tmO4oRznucpcoiSI72YkgAnfcbeL6AHCBM3PPkN2QnfbSnmUsS3rABLRr146vv/4af39/du/ebc1IWCEygCJmPY6uU9QNlrfpA85OODk5UDhfVupWK07VsgVwd3N+KSIUGhpK586dOXDgAADOzs7Wb3m5cuVYtGgROXLkSHEMPz8/Zs2aRVyc7rI3aNAgatas+cI62WHH/yukc13T1wZ7QVW7/BfFYrHI2LFjxdHRUQBZunRp2hUPTSeJjo6WO3fuSI0aNWyKiNatW1euXr0qgYGBYjKZRCkly9Vya1FKJ+WU7JiH1WH5RH0i29V2UUrJ3r1K2rVTMmmSksuWK+KpPAVB+qq+Nv1iVIycV+fFrMyirl+3FmN8VJ1eQNS0aak/v+hoUcWKiYAcAjGCTJw48R95T0wmkwwYMEAy+iL1cyGmR+fr6SlK0/T/r1lj22/WLFFt2+pFZf8B55CcxMfHy8WLF6VKlSrWd0PTNGnevLns2LEjzY4zXU0XlF4wtYqqIkop2aP2iFskUvQCki8uR7J916l10la1lQVqQdLP0TOemTgVJ/Fd3hWlaaI0TSzvtLF5fh/u3JDY3mLRi8gOHarfV1dXUSdPpjj+iRNKvLyUODgoWbr09dxHi7JIlHp28ecRaoQgSEFVUIJUkHX71q1bhRqJRZYRpJlqJuVVeZmpZiY5VlRUlOTJk0cAad++vVgsFtl39LIUL/+h3Da6iYAcyVVc7gWFSmRUrERFx0psXLyYzRab93zf0cuSvfLHQr7uQr7uUuntMbJ8/SHZuOOUjezYf14eRsaIxWIRs9ksc+fOFaPRKIB4enrKsmXLJCAgQAICAlJdFLVLly7W76qvr2+aPvN2scu/VVJbUNVOhOxil3+JmEwmuXjxouTPn9860du4ceNr1yslMZvN0qdPH8mSJYv1D3W1atXk008/FX9//6fa+yk/yagyCoK0VW2THDNSRYqbchNNaWJURrmlnqjIbrFIiClIzqqzYlEpTC7j40WVKqVPFAsXFvO1q/rkMZXnFhMTIzdv3pSpP/wg7YsWFQeQnDlzSnBw8Gu/7snJ5cuXxcvLSwB5I3Nmubd7t6j9+0W9/bao0aNFmc2J7RPI6b9JHjx4INOmTRMXFxfr89a4cWN58OBBmowfo2JksBos76h35Jw6J0op2Xj2B0EQzYL4hhief9yvvtLJTbFiou7fT7LNJrVJXJWreMW5yeGKiNmAqIULxVKzhgiIJUd2UUmdo8Ui6vx5UUFBz9RjSPcg0VACSmrUePX3Lk7FSX1VXxCki+qS4rvroTysROc39Zt1+9atWwVPhNsJe5WtXFPXnhorOSKUvfLH4p6ns5TK0VLa9JosoeFRKS5wPEmEjAXeF7divcW9uK2UaPCFXL4eIGazWRYsWCAeHh4CiJubmyxbtkzMj7+DqZCAgAApU6aMlUht2LDhH7kQYxe7vGpJLRH6Z/ht2GGHHclCRLh8+TLDhg2jZs2a3Lihpzbu2bMntWvXfs3aJY/AwEC+//57Fi5cSFBQEEajES8vLz777DPGjRtHtmzZnuqTi1xc4QpH5AhLWfrUfkHoSU+itWgEwaJZiOSxzFiBgVC8OBldc1Bi5u6Us4M5OMChQ1w6uIC8Jx7glb8MWwumXHtDKUVcXBxr166lSZMmVK1alQGffsqKS5cwA5UqVSJDhgypvUSvHPnz56dbt24AnA8OZtmnnxL755+6O+CoUWAw6DEoVauCszN8+eVr1vj58Kg2y4wZM6yxaFu3bqVHjx7s2rXrmem1U8J1rjOe8TSjGStZSXGKA9D4RhFGjYGGW2FFjxR8ys6ehTFjnirMyw8/oImgXbyoJzZIAjOYQQwxhDtG03FfHhws8E7nVcj2bcihQ2jnL0BSLoCaBsWKJZ/6/RFMJhr+8REaCtBoVu1Byu1TgAULc5jDJCYRTerjtE5xir80vUjqIm0RQQQl2/Yt3tL/I/A1XxNCSMKvAhFAcSgbVFZ//x99AjQIJ/y5ziXK4MgZJx/UC7i4WpQiOjaeqBhbiY6NR0RYtmwZffv2JTIhs1+dOnVo2bLlc7vT3rx5k9OnTwPQqFEjGjVq9I9OmGOHHf802GOE7LDjH45r167Rtm1bzp49C+gBvtmzZ2fAgAG4ub14oHl6QkT4/PPP+e2336zbRo4cyXvvvUeePHlS7OuT8JMU7nCH5dpy/RcNhqqhFF9+CoK363WF/vgD7fJlXYdvv4U+fVJW1MWFKZUP4nL1Af3+EDbVG0OjSo2eaqaUwmKxMH36dKZPn87du3eJjY0F9GQE3t7eNGvWjB49evwjazg9gtFopH///vz22280Cg9n0OHDyOHDmA8dwiGhXgk7dqAdPgyAjB0Lo0cnpij+F8DBwYHu3bvj5OREr169iI2NZe3atezZs4e5c+fSsmXLJCeKcXE6H3R3hy5ddE74CIJQhzrc5S4aGqc5TQlKQHg4htFfMfqEAfLnh+nTOcAB9rCH9rQnP/n1AWJioGZNvXbT2LHw6afQvLlOOOvXhzVrEDc3nbT8+CMUKgQtW1qP34AGbNA2AHDNSS+4uVpbzSXH6xSvVOnlL5rJRKPotVyiCA/xpGz7XyCZd/BZmMIUhmhD0ETjKleZzvRU9StCEbJLdu5p93hD3iATyZO3xSzmT/mTCC2Cq1xlc9gySs07yq95lsAVoCmUeFACMkOIhBBKKK2lNWUpmypdMri7UKFkPu6H6kkpihbIioMxZYLi4e5C+ZJ5CQmNTLFd9izePHwYxk8//WQlQY0bN2bevHnPHecZHBzM8OHDERE8PT3p378/Dg72aZ0ddjwX0t9J7fXA7hpnl/+KLFq0yOrmkyNHDhk+fLjcvHnzH+n+YLFY5N69e/LDDz9YXT48PT3lww8/lMDAwJceP1bFSgFVQBAku8ouEQtm6K5tmibqvfdEHT0qytFR39alS/J6Kov0VD3FRblIo9g6EpgZUSBmR6MoPz+btmazWcaNGydFixa1cbkyGAxSu3ZtWbVqlVy9evUfeT+Skvj4eJk2bZoMdXAQBWIBCcuf37o/+sYFiXbX44du1S6Q5sc/eVLJxIlKrl1L3/M0mUzyyy+/SNmyZa33zNvbW1avXp3kvRo4UHcLA5FJDkNE9e1rjdsxKZM4KSd5lPNgh9qh91uwIDHGzMtLrqqr4qAcBIXkUDnEpBLcC4ODrXFYgv6sKQcH+TF4hLgpN6n9oIw8vH1RVKNGoh612bDBRr/D6rAcUUckn8oniD7+Q/Uw7a7ZggWiKlXSXSRf5Fm+cEHUxIky5H4PMSiDGJRBWqqWzzXGfXVftqqtEqEintp3W92WH9WPckgdEqWUvKPescYShrWsY71urf5AjEeM1ns1RU1J+nhjx4pydRVzgwbSslEjG9e4+HiTPAiLlJDQhxIS+lAiHkaLxWJJ8R1/sk9ycuXqTanfoIGN62ZQKlwXk5L9+/dbxylWrJjExcWl6ztlF7v8m8QeI2QnQnb5F4vFYpErV67IypUr5eOPPxZAsmfPLnv37n3tuqWk87x586RAgQI2SREmTJiQpiThgXogG9QGPUj6yy+tweOqVi29zaVLov78U48BSmaMy+qyNcYgQziiDI9NUo8etZ7PkrtLpPeR3pKjaA6hJUIgwmGkbd+2curUqX/t98VkMsnPEyfKSoNBjoIszZtXIhMSIqxVayWXH9J4M5IhyiHpWI0bN/SkEufPJ32MsDBRs2eL2rXLZru/vxIXF51sZM6sJDY2Hc7v1i1dt3N6DM/t27dtEnVkzJgxSTL09ttKDJoSA2YZxI/6s3Dzpr7fYpHFH2eRMieQwT9qsvTSV5JRZZTuZysnEu+33pK9aq/1uTIqo0SraLmirsg0NU2uLBwt6o03bAiRi8XJ2v539buoIkUSE1dMn57k+YWoEP35twRZJ+dJyaNn+FltHn9/U9s2yfvt6SkC4l/QXd6KbyBvqjetcVSPZL6aLz7KR2qpWhKqQlN3Py0WsaxZLfkjMguCOCgHuawuS6yKlS1qi1xVV0WVLKmTS5CPf0S0Q5poShODMsgQNUSPfVuxQtTixXrsm9lsTY4iIBv79bMhQun13gUFBUmjBNIFiIeHh2zduvWFxrJYLNYkCZ6enrJixYp/zWKMXezyKsROhOxEyC7/YomKipKKFSvaEIoWLVq8dr2SkkcTpfnz51utQIC4umeQOg2ay469x+XEuVty5uJtuXk7WKKiY5+aXEVFx8rZS3fkxLlbcuLcLblyI0DiTYlBw2azWa75BVn3n754W1+lDQwU1bixqHLlRB06lGqdH6qHkkVlEQTJqrJK7LQf9Uno0KFy6eJFWbdunQzfNzwx99QGhLOJQddfx3z92q/7y0pkZKS8+eab8vcjAqhpYjl0SK6oK+KsnAVBOpwtJeqXX0QFBCT2jYkRlSWL3sfNLelA/EaNEonlY2To+HH1eKIzuX8/Gf2Cg0XVqCEqZ05R69al/rxiY0Vly5ao2717otTTZMjb21tmz54tISEh1r6nTyupVN4kdRz2yB1yiMqRQ8/mppROqhMIj4C03OZufTbWXpqgZ9uLjhazMstANVCKqCLys/pZwlSYeCkvQRBv5S3hKlwniEWKiBo0SGqoGlarxgV1Qc/OV7KkqNatRUUkWEVMJlHLlonauNHGUhMWESVT52+TYd+vsMoX41fK8bM3xZzQLjomTuau2COfP9Fm7+FLYjbbkqWw8Cg5fOq6/LJ0l4yY+Id8Pm6FTPxls2zZfVpu3wuReJPZ+s6eUWfkF/VLYsa2GzdsMzBeezopgVJKsqqs1uv2q/o1dfd0zhyJd0Ac4hMzwf2l/rJt07evKJDATMiRkgilkEKhhaSuqit31B1REycm6jZqlN6nQgX9dxcXWfzNN1aS3KlTJzl48GCakwqLxSJz5syxPoMZMmSQRYsWvfBxjh07JhkyZBBASpYsac28aRe72EUXOxGyEyG7/Ivl4cOHkitXLgEkW7Zs0rBhQxk5cuRr1yspuXfvnrRu3TqRBBmcxCdPJSnTYKCUeWukZK88SDKXHyA5qw6WCi1GS89hv8qO/eclNi4+cWJ18baUeWukZC4/QDKXHyCtP5wiIaGJbj+RUbHSdfDPkrmCvr9g7c/k7yOXbScRDx6IathQVP78T7kVJSV31V1ZopaIv/IXi8UiFy9elNWrV0uRIkX087icmHlK89ck+7bs1onYn+rP137d00KWL18uIQkr6dEuyLCttWSBWiAX1UVZe32KKINBnyz6+iZmlAsMtJ30PpaWOUyFSWPVWO7mMia6eP38s3W/xaJk8GAlefMq+eGHFHRLmLgq0LOppfac7t+31e3YMeu+O3fuSM2aNW0WF1q2bJlIhsxmndAsXSpqyRIribLKzz+LypdP1Pvvy9cLi8nNPMiqVsjJqAOilJJz6pwsVAslVIXKVXVVFqgFckgdsknlfF1dtxkzQkXIcrVczqunLWvn1XlZqBZKzKcDE89nzpzE8wl4IBVajLZmKSNfdzEU6CFfTVkrsbH6u3XzTrCUazrKpo1joZ4y6dctYkpYaDCbzXL87E15/7NfJU/1IeJWvLdo+XsI+bqLU+Fe4luuv9RqP1YWrd4vEZHRctVyVXcTFKSoKppoMRw1SlSePKJS+E41Vo0F0dOPP3Jxe6YMHSrKYJBZvZF8/i7SU/VMdDlUStSpU9bnVEDOuroKIOvXrxeLssgwNUxyPHCT/32NKINBVIcOer+wMJ1gXroks2bNsnkuvL295dSpU2n2nlksFlm6dKl4enqmCQlSSsnu3but+k6ePNluDbKLXZ6Q1BIhe1SdHXb8w2A2m5k+fbo109pvv/1Gw4YNX7daSSIgIIBOnTqxa9cufYPRFaNPBaJdinDqagR6CqdE3A0I5cTZW+w9fIWJ/+tAk9qlMBo1zBZFSGgkwQ/04OSwiGib+p0iQvjDaIJD9P3xJjPxJrOtMosWoW3bhgAMHgxNm6aoe3ay8y7vAnD8xHHat2/P9evXExs8qmGoQRtzGxbVX8QaWUMe8lCNaqm/SP9gtGjRgvGFC/P+lSu02wSH6u4B2cNMZvLhBtCU0huGhEBYGPj4QObMyJgxMHMmtGsHpUpZx1vKUv7U/qT/ZJg62EiO4vWhQwfrfk2DiRN1SRElSujtAXls/GfCxwf55huYNg3atIGyZa27cuTIwbJly/j444/ZvHkzUVFRrFu3jh49ejBv3jwyTpqE9s03AMivv0LWrNa+YYSxrZcXlXrtIB/5+CKTL9oDyOsHsvYGF971pAxlMGtmSktprnOdSC2SAlKAoZF9WGRcSjdLF/K557NR1wMP2tHuqdO4wQ3KUY44LY58pz14U9P0i5eQMCU5KCUcPX2DyOg43L0cmB+xhJuel4Gkg/BFhDOX7vLxmCXsP3YVy6P7nYB4k5mQ0Ej2HL7MpesBhEVEke9dE/FO8QBc4QpmzDjiqCfVGD06Rf1+53fWylqKUYzylE+xrRX9+8Pu3fTeEUrv7gsgW1Xb/RcvWp9TcXHhs/LlYd8+QM/0N04bBxnh2xHwwa6C5Bk+XO/n6Qnt2wPQMkMG4uPjmTVrFufPnycsLMyayCAtcOTIET788EMiIvTvYYMGDXj33XdfKrvbr7/+CkCRIkXo2LGjPVOcHXa8IOzps+2w4x+G69evM378eOLj49E07ZlZ1l4XzGYzPXv2tJIgN/cMvFGtHXgUJDZen5i4uzqTL1cmCubJTNZMnhg0DSXClRsBTJm/jaCQiJdKaWyDIkWAhGy5CdXhU8KlS5cYOnQo9evXp1WrVlYSlCtXLvLly5e4Pgy8nettnHGmAx3+MyQIwMXFha5btlAle3YO1UQ/Xw0OhWwCJyfk0eTK29s2PfPIkeDvDz/9ZJNRLhe5AFj9DrS6VQ62bIEXSSfeuDGycycybx7Mn/98fb/4Qtdt2rSnst1lz56d5cuXM2XKFNzd9VTXj8iQ6fBhRNMQgwGOH7f2EYSa1KSD1oFSlMIff7QiRXWSpmlQsCCDGIRZ04n5Wc4SqemT6Ovadf5X7nfuuYXxXeHfIToa7t+HZs2gcmW2HxtHSUrSm96YSST2lwP3EqfFATBsVBTkyQNvvKGTgiRg0DR8M3qgaXDh2j0CgsPpTndGF/+Y0MXLcKwSgren61P9IqNimb7gLw6c0EmQQdMoUTgHfbrU5ZOejWhY8w3cXPQsiIH3I/hp/nZ8LxWknbQjk2RirPk7Ll4MZNHqA0z4eTPjZ29i5uKd7Dp4MWExw/bddsedTnRKPQkC/dwPHYLLl/Use0+ieXOkaVMkc2aYMoWohKxpNzLcYDrT8RAPALzFG59tx6B06aeGyJYtG/3792fbtm0UKFAAAD8/v9TrmAIePHjA119/bSVBDRs2ZNasWc+dJvtJ3Lp1CwB3d3d8fX1fWk877Pj/CrtFyA47/kG4evUq7777Lg8ePEDTNLp27UquXLlet1pPISgoiNWrV7Nnzx4AvLy8GDh0NIu3+WORYEBPEzvso7doUrsULk6OXL0VyNTf/iIsIprc2X0olDcL6okV6JdCo0bI1q1w/Tp06pRkk8jISP766y9mzZrF6dOnuXfvXuJON8jePjvzh8zn5J8nGWoZmmCSAC1eg39uVuyXQp48eejRowdjZ42FvuAcCmNLbEQLXo+UK4f06KFbV1IxcfPHX/+PwH3uJ9suhBCOcITqVMcTz6cbxMVBfLyeWtr16Qn8y0DTNLp3746maQwYMMBqGRr55pt8lzUrWoYMNoQjlljOaecAiNKiuCyXybFhA7J8uT6prlQJP/yspLkJTbgttzmjnQFgS4Vg3r0KWkAAcu8eLFwIf/4JIjh/eoLzOyyc187TQlrQghZw4wZ1yn9E84Wwp56Rt6uNhRufpnhODo5GalQszLa/z+EfGMal6/c4UOiArpMBMlaPJX9cdg6fumHT7+qtILb9fQ6zWX8PC+fPyrQxXahevhAODkb8A0MZ+eMqFq85iNmiuH4riN37rrCo2BLi4838vHQ3HZbO5Pa9B0THxiECTo5GfDN60KpRef7XrznZs3inr7XC1RU2bEj8ffFiyAsDaw0EDRzEgYkykRa0wAOPFIfKkiULHh56mzlz5tDhMWvmiyAkJITu3buzceNGAEqUKMGiRYvInDnzS437OLp27Wq3Btlhx0vAbhGyw45/CMxmM5MmTeLkyZOAvko5ZswY68r1PwVKKWbPnk2fPn2IiooCYOrUqWTLW4o790IBfbLZrllFenWoReF8Wcmdw4c6VYszZ1wPlk/rw/Svu/J532bkyJoxbZVr0AB69wYP2wnPw4cPOXHiBAMHDqR169b8+eefVhKUK1cuhn0+jAJ3C3Bv3j3avdGOqi2qojkkTC40uBt0N231/AfBaDTSs2dPys8rD0Zo5AvZgxMI6pkz0K8f5MiR8iAJyE1uADS0xBo6T+AhDylNaZpqTalEJUyYnm7UsiVa48a6Ze/mzRc5rRShaRrdunVj6tSp1vdr/L59tK5cmfOrVzOjyF9UpSrTmc4qVpFTcmIUI02lKdWprrsI9ukDb74JwFd8RQYyUIIS/MzP5CAHCBjEwN+9iiNOTsj770OBApA7t+7KJUJoDnfm9IRdtaHwIf3d4dQpXMJjWd8SQjNq1KY2l7iU4vkYNI1yb+Qho5c7MTHxnDzvR9/goRhiHeF8Rqreq8+DHn8jf2xANdHJkACXrgVwP6HujcGgUf/NElQukx9HRyMGg0bObBl5t0VVvD31emUWpbvSxcWZOHHej0m//snF6/dwd3OiS6vqvN++JkULZMNiUWzedZrNu85YSdaLIJhg2tKWJjThKleTbeePP7vZTTzxRBSPgPZYC6maNTORRFKIQs88nqZp1kLPp06d4uOPP+bhw4cvpLtSio8++shKgjw8PBg2bBiZnlXcNhU4ffq0ta5coUKF7ETIDjteAnaLkB12/ANgMpk4cuQIixcvBnQStGjRInLmzPmaNbOFv78/X3zxBX/88QcAnp6eNGzYkLfeeosf5uzEYrEA4OriSPXyhXBxdsJiUWzadZpzV/ytq+agT7wa1nyDciXSx/VPRLh27RrTpk3j5MmT7N271+qq4+zsTJUqVejTpw8VK1Yka4GsjDOMA+ChORSX4BN8cLsNP9f6A07BrT9uETsq9rkLHv5bkC9fPv744w/mz5/P1O+/5++4OKoBhpEjn6uYahOasMb0O5c2T+b9+Rb4ZJ+VLDzCDW5wT9NJ6BXtCkESRE6eeM537wZAi45Gjh+HfPle5vSSxCMyJCIMHDjQahnaeXknDy/ok9/DHMYoRixYQIOvY/6H06CBcOsWfPedNQapXcLPIwxhCPvZjzvu9K6/DGIfi3N6/33ExQXu36c2YXgPHqO72H0wAU6/Bw0bItWqweHDfPdnHUZoVTGIgfWs5y3eSvpcgHy5MpM/d2b8A0M5euYmXQ5Ww/erjwgNjyLnBCPrWm4FAcvEXVgWf4KIEPYwGmVRFDJF4G6E/Lky4ejoYDOxzpbRne/u7adB8CVCjM6svuSOxaK47R9CSJhOonJmzUjWfgHszbWFFsHNaRncA2cnB3wzemA0vvgkfTzjWcMaAD7nc37n96faXOc6ZShDlBZFUSnKpZmXwAKGhwZUBp2EjWY0fejDdrYzm9m0pCWDGfz0ddQ0evfuzdatW7l//z5Tp06lZcuW1K9f/7n0FhHWrFnDtm3bAN19bdq0aXTp0uWlSYuIcP78eUJCQl5qHDvssEOHnQjZYcdrhslkYsqUKYwYMYK4uDg0TeOjjz6iTp06/6iVPovFwowZM1iwYIF1W6dOnZg6dSqgYTKbrTzHwWjE3c0ZTQOTRbFy4xGWrjuEPMaEHB2MZPR0o0zx3Gmqp4hw48YNpk6dyqJFi2wmDC4uLuTOnZuPO3Sgz9WraBs2QL16oHkwQAYwVZvKnrczUmHzAKZn9OS4Ww6O3fUnJzM58+vvuH/7LSV69UpTff8J0DSNvHnzMqJPH27sXUfNByfIEpCZlXXqUEPE5jm8znUEoSAFEweIjYXPPoPbt2lZvTrasL/1yf3xLvy8vgV7Mp3n/WxfUI96vBGVj2amN9mYcR9dpItuPXkSw4cjX32lE40GDTjBCUYzmsIU5ju+04PzH0dMDJw7ByVLwnOQ1UduciLCmDFjuH37Ng8DHkIs4AxOOOGKKxFEoImG94qt8MsvOjkMCYHDh5MctwENCCNMPwZPvMOaBp07A+C1cmXitixZ9P+7u+vB/iJs0WqD6HFKO9ihE6GQEBgyhIwRkWSKzWcd1iuDK6WL5eLAsatcuHqPjTtOEfYwGh9vd8rkLJQY8xbhhCYGNPTFiJaRN1hydzsGYMvObNDdNjFLhj830StAj5nKa4miwK4FaNp4CubNQs6sGbl6K4jToZc5UXAZCBzKtZ/Qtd40L1GdAnkyv9Q3LBOZUCg0NDKTtDvZYQ4TpemW6ctctsa5+a735UHHBygUbrhhwkRXumLBwm5tNw2lISUp+cSt0ahUqRKjRo1i/PjxxMbGsmjRIqpUqWJ1mXsWRITVq1fTs2dPa1zQhAkT0tSFbcaMGQAUKFCAso8lBLHDDjueH3bXODvseM0ICAhgzJgxxMXFYTAYKFasGL179/7HkCCLxcL8+fPp3r07kydPBsDb25sJEybw9ddfYzQa0TQNTw9X66QvNt7E3YBQlEjCRA6UCDa5jSXRQOToYMRoTPwcKSU2gdaP+j+Cpmk4JLQPIojrXEcphZ+fH6tWraJy5cr89NNPVhKUPXt2Ro4cybJlyzhz5gx9/P3RVqyApUvhq68A+ImfiFOxVP0zDACH0AiKjn1Ig5Ia/wMqBgeTsU8frl5N3kXnX42bN7lXtzDrV56AExD0YzCjRo2yaTKIQRSiEIW1wixhSeKOOXNg+nRYvx7mztW3aRrxsRF8WHoav+bfwVfHW8GlSxiz5WSDzz7iyhRnQdwv+jNjNusZ0WJi9L5ffqmTq6NHwdOTbnRjAxv4UfuRxSy21TsujsVfFqL13cqsHFkMTEm42qWAR2To4MGD1K1bF8KA2uA82ZlRO0axS+3iMz5jK1vJbyiI9ug5zJiyW6eW8JMi2rbVE0L873+wZIntPk1jIANxwomMZOQ93tO3f/01LFqE67o19L24w9rc0cFAhZJ5cXV15M69B6zbfhKTyaK7pfpUofbM/jC7FA5dmmHAAJpGZp8MNIrW3T4FyHJwL1ExcdZ3TwRuRVls1IpzdcfR0UiZYrkZNbAlNSoWxsvJA+IN+iDxBmbN3cv7n83l1xV7iY0zvXBClE/4hMlM5hu+4Qd+SLJNYxpTTIqhiUYrWqFZNLgPmf7IxF/qLz7lU3axC2+8cUX/RhnEkGS8UDjhROaOZOSokZQpUwaABQsWMHTo0FSfw86dO+nZsyfh4eEA1K5dm9atW6fp9/yRLoULF/7HeQ3YYce/DXaLkB12vGZERERgNpsxGAx06dKFn376CU/PJALIXxOWL19Ov379iHk0SQW6d+/OoEGDrJmPNA1KFsmJm6sjD6PiiI83s+GvUzSuVZJsmbyoV6047q5OhIRGsu3vczyMirM5hrenK14Z3ACduNy+94Abd+7j7eWGhoZ/YCh3E+KPANzdnPG1xHLUfx01c3YgXoun66mubGy40Xo9AbJmzcoHH3xAr169yJUrV2KmpkdxVyKJ/wccNScO969ClSkHOV8c1rd8SNZ6WSF3IAKEWyz8PGMGY8eO/e+5ye3Zw/5SDwn1Sfi9NURPiiY2NhZXV1fucY8pTNH3CSxnOZ1ISErh7o4moluBcuVCPv8czp1DftdJi3McNN6qwfZ+aAlxZU6nLyDVq+sZwRo0QNuzBylYEE6e1O+JY6LVxx13NDQEwR3bmLk7t/bx3rh7iAbrW/hRw+8Y2fMlkV0sBRgMBrJnz87ixYv1dPAZdxGXI46xv42lyIMifNvmW/3Z6aSQhw/Bzw8GDXreKwyAGTM72UkVquCpeUK3bsm2bUtbmtMch4QfQL82IqBpxBoTr5GmaZQulhsfLw/8okKIjNbfsbLF8+Dj7U72iyXQNkShJSwgaECJwjn4pnBl2h+5gqMoJjvmpebmozSvVwYXZ0eu3Qrihxtmfstck7aRNwhycsdt5EjaOTpgMGi0a1aJKuUKct0vmN1/l+VP943Er8/BpXAh0BLBojUHaNWwPHlzvVhWM0ccGcjAFNtkJCNnOUsssbjhRu2mtdm7Yy+uZVypQQ1qUcvadgc7WMISmtCEfOSzGecmNylPecK0MD40fEi7du04efIkcXFxrF69mk6dOlGzZs0UCU1oaCiTJ0+2IUFLliwhyyNrXxqjfzJZBO2ww47Uw06E7LDjNcFsNrNw4UKmT59ObGwsvr6+/PDDD3h5eb1u1aywWCzs37+fmJgYNE2jadOmNGrUiE6dOj2V/rVKuQKUKpab/cd0i8n2fefpO3IhjWuVxM3VmRKFc3L83C3UYwurj6YUGb3cKVM8N2cv30Ep4dadEIaP+523G5XDaDCweXdCjFECunjFUrx2JTCbeHcuLOgOC80L4YG+P1OmTJQsWZL58+eTM2dOjEaj7Yl9+61eR8Ro1F26HoPn5LnkGF2BQM8YxKDxhld+7ozpy5/jxzMuKoprU6bQunVratasmRaX+J+DRo2oNzE7eW/e41Y+YBYcO3aMzz//nHHjxmF0MWIkIV4GeJd3EQQ//MjRrROO4eE6QRg61JpcwTlnThg8mGgfZ95psxhOL3nkuQSAduIEcvYsWkL2Qe3aNeTMmafSJC9jGZOYRGEpTFva2uzbUvAqaKCJLk3zfMhhjnKIQ/zCL9SjHt1Inmw8jmzZsjF56WTKZi4LGkS3jaZn8Z4AtGnTRn/m+/RJtn888QQQQG5yJ2kNUihykYsgLQgHceAmN5N2DXwMLk/WABoxApyceBgeybRLTnAhMfNhnhw+5M+didv+IQjgYDRQvmReXJyfcCVMQN6cmSjUsRV5wo3ExcQRbXJk47iVzFuxFycnB+4FhXPdLwize0EWuBekevmCzH9bj5c5duYmR8/c5OqtIOLjzXzwbkuGZH2PjeVOMXDtEiIiY4iNM2GyWJI89uMwYcIff/KQ59lWtCRgwIAbekIHQ7wBkjlkxYSfpLCTnYRpYYD+vN3/+D4xMTGMHDmS4OBghgwZwqFDh5IlQg8ePKBnz57W5Ajly5dnyZIlZM+e/bnPJyVcunSJGzf0hBcODg7/GM8BO+z4t8JOhOyw4zXh/Pnz9O/f32ppcXNzw9Ex6QnL64DFYmHBggX89ttvADRq1IgFCxaQMQmXIE3TyJ7Zm75d6nHdL5iA4HBi40xs2X2GbXvPoWn6ar5SuhgNGgXyZNZjCNBwcXbk3RaV2X3oEn7+IViUYseB8+w+fDFBl0RXuSy+GXjf6K+7Uwl0XqQTIX6FjBkzUrZsWebNm0fmzJlxTS71soeH7mKUBIpRjMveQUxkIgEE8BmfkWNEXq7GxHBjwgSU2cyGDRuoUqUKTk7/oZza2bKR6cgNLoffZ92eA3T8tCNmZebetGmc2LGDClOmsL7uepaylFa0ojWtaUtbVmmrKGooypFBR552N/r4Y6RLF9zc3Sni4oJlSiVifV0w/r4a18BwdtbViCvlT+O33kLbvBkpWRISXJIeR17yMpnJT22/xS0+NPbRXSw1sBjhlHaGi3KRZjQjkkgWagspI2UoS1nbziYThIYmxuY8ugxZs+mETywg8DD8IR988AGaptG6detk67+EE05FKnJNu0Zn6cxCFj7VJogggrQgQM9mtkyW8QmfJHdHAL0I6Z/8SXe682ZEKd38+uWXPAwKI/qDKTZtPTO4UbZEHv4+egWLReGb0YNSxXJhMCQ9WXZ2cqBn+5rcuB3MH1uOQXQcD8KiOHDimk07o0GjeKEcDOvTjHy5MoEGx8/e4stJa3gQHoXRoPH30Stk9snArbshREbH4uzkQL1qxcmaKWXr9kMeUolKXNYu01basoIVKbZ/Fho0aMDuhGQbz4PCFMZVXInRYuhJT4xGI127dmX+/Plcu3YNUwoul49I0Lp16xARXF1d6d+/f5qTIICbN2/i7+//7IZ22GFHqmCPEbLDjlcMs9nM4sWL+eCDD6yWlpYtWzJ37lwblzilFCfO3WLx2oMsWXtQrxgfFcuhk9dZvv4wW3afIeh+xFPxNGmBRyToUZ0VTdN48803kyRBj2AwaLRuXJ7vPmtL2RJ5cHV2RNM0zBaFyWzBYhEcjAayZ/HmvXfeZN74ntSqXNSalKxuteKMGdyKEoVz4Oykr3SazcqaftfJ0UjBvFn4om8znNq1xKJpCLB4H5AVapyvwcmTJ1m3bh158uRJngSlAu64M5KRlKIUP/AD17XrfPnll5QqVQo8YOLUiXzzzTdpft1fO5yccMycg5ZVW/L5559TwmhkuQhVz53D2LQpTWLr8Bu/0ZrWRBLJKm0VAJe0SxzhSNJj+vqCiwsxxFAhU2MyTJtPsdvu5LsODbYJS40rYMMG5MYNvZDpc9w3hf5sWONxNCgv5SlIQeu+x9tZERICRYuiZcv2lItbFrKwmtW0iW3DGyPfgCAIDw+n55CerPxjpW3tq5s3YfBgmDWLv2Q71zSdQCzWFmPCRDTRxBJrM3YW0YmXgzjwLu9CWBgkYzW5yEXaa+2Zy1yaWBoSlzMTZM4Mf/2FBjg7OuDi7IizsyMGgwEHo4FKpfPjndEFJx9FwTxZyJczE5qm4ehgxMXJAWdnB2s8nqbpKbK/+6wtowe1olblouTO7oO7mzMuzo74eLnzRpGcdGtbg9lju9G4VkmMRgMGTeOdtyoyuGcjypXIg7enG5eu32Pvkcvcf/CQNwrnpG/XenzSszEZ3F1StFoc5jCXtcsA/K79TjTRybZNDR5Zau+G3eX05dPW7bHE8g3f8AVfEE44nD4NAwbA8uUA9Ke/9V7VoAag19jK94yMhUoppk2bZkOCJk+eTNeuXV/qPJKDo6Oj1cK9c+fO/943yA47XjHsFiE77HjFOHXqFB988AGxsfof3bx58zJ37lx8fHxs2lmUsHLTUSb9+ieapvFOkwpkzezFH5uPEnQ/Ajc3Z6qXL8SYwa3SNPNaTEwMy5cvZ+DAgURHR6NpGm+99RYfffRRiv00TbfsdGpZhSplC3D41HWOnr7J3cBQ6+p06WK5qVgqH28UyYlnBle0hH6gr053bFGFsiVyc/DEdc5eukNAcDjxJgsZvdwoXSw31SsU5PTR3VQe8QVKKZwB/1jI6JqR/v37kzt32l2HVayin9YPgDkyh+tO18k8PDO0ARWqWNNnDSPNI/9RVry0gqOjIyNGjCBTQACGOXN0dzaLBbFYrI5L7rjTSBqxVdtKHslDecqnOOZRjnJa0yemfo7+aPl08tKa1rqVI2/e59YzP/lZyELWspZOdKKYFKMABXDEkXWsYzazqSf1ntbtjz/QHtUnmjkTJk+GrVv1QqedO9O8fHOauzbHv78/nfZ3Ys97e4joGUHnU52xrLPwbst3dctQ+/YsKXqMUzmEozvBUM+A0hQtpSV/8idtaYsjjmxhC2/yJgYM3OEOf8lfVKEK3sO+Q/vhByRLFnj3Xd2t8LECyo9qLAmCWcXrJMykwcKFeM+qyZhPWhEWHo3BYKBM8dwYDBolqnvgsvV3QjIGUdLvE7K4OmB0dKBv13q0bFAOTdNsrESappEtsxcDu9WnU8sq3Lh9n+AHDzGbLXi4OZMnpy95cvji6uqE4TFC4+PtzuCejejQvDI3bgcTFhGDiODh7kzenJn0Pi6Oz3TdqkAFcktubmu3aSJNcCUNCui2gcClgVTXqrOb3VSiEuMZz2hGAxBAAHMbbYLgYLTp05GCBYmrmBi3GEfcU0MqpTCZTDg7O9ts27RpE1OmTLGSoEmTJvH+++8/7Y6bRqhZsyYVKlTg8OHD7Nq1K12OYYcd/68g/1GEh4cLIGFhYaKUsotd/jHSsWNHAUTTNGnSpIls2bJFLBbLU+3i4k0ydOwyIV93IV938SrVR9xLfChOhXuKoUAPIV93MRZ8X9p8NFWCH0QkOcbzitlslp49e4qrq6tVx2bNmklwcPBzjWOxWMRkMktMTJxERsVKZFSsRMfESXy8SSwWS4q6WiwWiTeZ9L7Ret/IyBgJDQuX+fPni7u7+6NEwJIxY0YZPHiwXLt2TUwmU5rep/lqvvDYj6/ylSKWIvpvCjGMNsiXX34p8fHxr/2ZSi+JjY2VCYULy2qQD3LkkJNHjtjcO5M5Tk4vGyGRY0eIOnFC1PDholatEpVwTf5Qf8gX6gu5brkmoXFBkkvlEgSpqWrKDXVD/JRf2uocFydq0iRR330n6uHD5NtVrSoqIXGhqlpV1LVrogwGUZomys1N1NChog4fFqWUXPW/avMcuLdwlxUrVojZbJa/3sstCGIwI56h+nMxUA0UszJLC9VCUIimNOmpeurvlzKLST32nDo5WRMoKk3TdXlC1xlqhrRULWXD9k8S261cmfR5+flJRO6MYjYg/aYiWYKNep8vv3yq7T61T4apYXJIHXrtz1mkipTT6rTttXkOCVSBMkqNkrlqrly+cllc9rgICsGC9Lf0F6WUdFFd9G0J0nGZg4R6Jlz7XbvkmDombVQbGaFG2OgxYsQIAcTBwUHWrFljc9w7d+5ItmzZrN+jjz76KM2/Q0+KxWKRoUOHCiB58uSRq1evvvb7Zxe7/BMlLCxMAAkPD0+RL9iJkF3s8orEbDbLmjVrpFSpUgJI4cKF5cGDB8m2f5IIORXuKb2GzZXVfx6Tnp/NFcdCPYV83cW3bD/ZtPPUSxMhs9ksc+fOtRINBwcHad68+XOToPSQuXPnSu7cucXNzc066WjSpIlcu3ZNzGZzuhwzTsVJCVXCZhLcRDXR/xePUA1xdHSUr776Kk1I6D9VmjZtKgaQNQkT9tBmzUQlnK9l+rTEybmbWyK5MBrl7z+GCIK4RSInqriI0jSJHTZY9sbsk6Pnr8rhk9escuzMDQl/GC1mi34v4+JMcu7yHZs2R09fl/tPEH6LxSIms1kehEXKxWv+cnvAEFEJ+sT06i0mkznJe2MpUzpR1+nTRZ06pf//kTw6n7AwsSiLVI6trN/3ewg+iJeXl6xYsUJ+vzzOSoxRiKNylIPqoCilE5hHz03NiHJydHpP8Y33EjflJpvVZl2XVq1siVDRoinfj8uXddKW3P7Jk63j3cqN9Po5YWx3d5t2gSpQnJSTaEoTV+UqoSr0tT9nLyONVCMxKIMgyBK1RIpMT1iwsCBrzWtFKSXdVfdEIpRwz5rvyyyjd9eXTZaNyY69f/9+MRgMAsjQoUOt35vQ0FBp27ataJomgFSrVk1u3br1Ss53+/bt1u/gqlWr/tPfH7vY5UXFToTsRMgu/zA5fPiw1dICyJQpU1L8A/YkESpcZ5icvXRHzBaLnDrvJ3lrDLFahb6dtl7M5pf7Y3jixAkba8vYsWMlNPQVTZACA0WNGydq/Xqb7fHx8bJp0yYpU6aMVS8HBwd56623JCgo6IWPd0wdk2/UN3JWnU2xnUmZpJlqJgjipJzkxPzBcmDTN9JleGfrBKhUqVISFxf32p+v9JIjR45Iw+zZbco/WW7elIFqoIwco4nFgG5NSSARj9qs6ZZREKTlqsRtCuTCpdtSrtko8SnTzyq5q30irW92FYMySCPVSC7cui1VW38lPmUT2+SoPEj+2HzE+pxbLBYJuh8uc1fskbZ9pkmJhl/IzCxlxYwmZjTZU6CcTJ2/TW77h4jZrFsh76v7UkaVESeLg0yZWlTURx+Jio7Wz/WHH0RVqmRznsrfX5RSEqtiZU3QGqnerLr1OfTy8pJlK5bJUDVU6qq6MkvNklsqcSJ8Wp22IdFd5+uWIxRSW9WWb9W3sse0U9Tu3aLef19UgwaiDhx4+h5ER4uaMkXUL7/opO3nn60Wt6fk2DFRjo4iIAGdGojZ3VU/j1atbNpdV9dtdNuj9sg36pvXZx36+29R334r6gWtG+VUOdGUJijkJ/WTfPbZZ0JJpGjTomKKjxfVrZusbKvZnDOCOCtnvZ8gR9SRJMeOjo6W2rVrCyAlSpSQ+Pj4p0iQl5eXXLp06ZVdr3PnzlktUfXq1Uu3xSC72OXfLHYiZCdCdvmHye7du62TqJo1a8revXtTbP8kEarS6isJvB8uSim5E/BASjUeIeTrLob8PWTQV4vF9BJ/DAMCAqR+/fpW/V7EHe6l5M03E1fot28XpZTcu3dPGjVqZGMFat68uZw9ezZFS9qzJFAFiqtyFRTiqTwlQkUk3z4kRExVKsqe+s5ys1Exq44xixfLRx99JIA4OzvLd99995+ejBzdtUvuGXU3q1uOjnLg1G5BEK9QZEkHJKxeBbG4ONsQIVO2zDLoeG0ZPTO7DREK7DdI8tccan2uydddmFfcZoI6/vg8yVSuv00bl6IfyNJ1B62k5rZ/iPT6fK54leojFHxP+KSGZBhcWVZ65JZNLjkkf853xL3Eh9K2zzQ5d/mOmM0W+VX9auPqmOT5TpokqnJlUTNnPrXv7t271knxownw77//nuQ4ESpCcqgcgiAFryCL3008Py/lpbtXKoNcUBdSvv59+9pcVwFRX3+dfPsbN0Tt2SPKbBZ1546onTt1l8En2k1Wk6Wyqiw/qZ/ER/kISif7d9SdV/t8XbkiysFBJ9LZs4t6AdeyQ+qQ1FK1pJvqJpEqUqacmSIEIY53HOXMzS3W63amBJInLpsgiFEZxU25WS1EG9SGZMf/7LPPBJCcOXPKqlWr5JNPPrGSIBcXF5k2bdord5GtW7euAFKuXLn/9LfHLnZ5UUktEbJnjbPDjleAwMBARo8eDUCxYsVYu3Ytb7755nONEREZS8RDPSD5YWQsUTEJAb0aeLi5vED1DR27du2ic+fO/PXXXwAUKFCAefPm4ev7YkUQXwi3biX+//ZtRISVK1eydetWa8KGqlWr8umnn1KiRAm8vb1f+FChhBKjxYAGEVoEkUQm33jVKhwOHaXmX3Hk2XEVEjLVLQn8ngVTF8BwiIuLY9q0adx8FHz/H0T5WrX4/K23eAsoZTLRvWNv8sflJ9wb+i3NiGn7FgYtzYZfHr29AMbwSCaV382Xfe4hDnpeHg3IPOMnnJRe8FbTwOhrhu4XrMdyF3ceHDcSERmLwaBZM5w9jtg4EzMX7WTxmgOEP4yBvqdh4t88/PEwH07OS8fCb3PDMQNR0XGs2XacjV9MJGbaDMpHF8dBdF3KRFXkxu1gTCYzEZExXLsVxNVbQYS/3xs5cADp3fup42bPnp0lS5bwQ5EiPABWhYczZ+xYTHXrQsaMMH26ta0HHpziFBuD5nOsAnRaBifKwq7r86yZ0ZSmuMe9p45jg1u3wGAgIWgPMRj0ek3JIW9eqFEDDAa9nlPt2jbFaQHOH/mNtnmHsLLQcaqfz0gooaBBvBZPMMEp65PWCAhAM5v171dQkJ7W/DlRiUrsYhfzmIcbbizKuQh8wZTdxM/Z1yEJSVTeeJCNc/En2SSbuMMdFrGI8pSnv/SnMY2THf+dd94B4O7du7z77rv8+uuviAguLi5MmDCBDz/8EAeHV5t7qm/fvq/0eHbY8V+FnQjZYUc6IygoiM6dO7Nz504AXFxcbNJkpxY3bgczc9FO9h27yvzf/8Y/MAwAV2cnihXM/sKF9caMGWMlQZ6enowdO/bVkiCA2bOhZEmkY0cCatdm8uTJDB8+HABvb28WL17Mpk2b0qSIaRGKMFpGU1SKMkEmkI1syTcuWxZ5lP2pShUoU4b7rWowqOcZoh2i4VvABe5WuctPN39C+O+msv3wiy84mysXEcCl85eoMbQG0+9O5/qkAfhmLkbtJXcofRKWtwf/0r6IT0bk0TM5aBDiohcGjStUhHhNv6burs6UypEfbmUAwMXiwrbonVw5Go7JbCFPDl9yZ/d5SpfL1wNYuekIMbH6pNm1SBya0jCIgbodcjFpZEcK5skMQKOIW3z6+yQ8Bg2gdLeJ/HZmPXlGtedCk8L0+PRXNu48zeCvltK0xySadv+RrwdN4sao71A3byWZmjh79ux8EhhIRqAe0Oj4cZx270YLD4dhw2za+uLLWxnao1ydsRigwDXIfCeOn/mZ4hRngAygFrVSvvBjx0LFilC9OlSooJOcL75I3U0DiI+Htm31eklTpwIQMWEk2e9YyHnTTPSkb5jCFDJLZlzFlR/50Vo095WgWjVk8GCkWDH9O5DwnFzkIm/wBoUpzDGOPdeQb0S+oc9uDFDRWAWOH0dWrYJTp3B3z0ITmpCVrLSiFUc5yhSmYCT5LG/e3t7Url0bgPj4eMLDwwEYMGAAH374YbpliEsJWRLqX128eNH6t8UOO+x4AaS/k9rrgd01zi7/BLFYLNKmTRsbV5oVK1akKrj1Sdc48nUX5yK9xLt0X3Eu0su6rWrrr+W6X9BzB8xaLBYJDg62Jm8oX768LF++/LUE3losFrlz545s2rTJxvUIkI4dO77eYODTp0X9/rs1lsRP+emudYIUiC0g7t+5W12eJqqJr/2ZS085cOCA5M6d23pvypUsKcpgsLoetd/ma70WIzdX1oP/mzcXFR4u5mtXZNby+lIwOJP4TK8t5Osumcr1l34jF4hr1ffEeXADmb1zvVy86i/FGwwXLX8PeeejqVKp5ZinXOPmLNstrkU/sLqGdv5pvJQ3V5BKqpJcUpckJjZORk9eI85FesngjJWs8UuWEiVk296zkqm87nbnWbKPFKj1qRgTsjB65ukkoZoeY2Py8RFLcpnn6tbV24C8DRKXcP7xlSs/3dbPz8atLTC3qzXZxCuRjRsTXeocHESZzbLj20bWbbumtZdwFW7jmrhP7Xvtz9oH6gMxKINoSpO2qu1z9d27b6/QBCnYraCYTCa5rW7LfDVfbqqbL6xPZGSkjftw5syZ5VpKiSvSWR53tV6ZXBZBu9jl/7HYXePssOMfgrt37wLg5eXFnDlzeOedd17IepMnhy91qxXDYNCIN1lwd3WiRsXCfP1Ja/Lk8HmuMYODg+nYsSN16tThzJkzgG4Zateu3Qtbll4GFouF7t2707RpU2tVeG9vb7p168a0adNAgxGMID/5+ZZvX61yJUtCmzbWlepc5OIkJ1kgCzjsdBjvN73BApponOPcq9XtFaNKlSr069ePHDlykB2YduECJLgEiZMTLQp8rDcUWNA4EC5cgHXrIEMGDucP5qP2f3Et030efLQb3E1oBo3SxXLjI75Y1uXh1tE4zly6Q+D9CByMBiqWzo+Ls61blxLhTsADTBa9sKmzswP1s1flUMJPYQrj5OhAq+uHuXRjOaXiH7DTJRsh3pmJH/u9zVgRkTEoJfTtWo93W1ShoKMFb9GtTA4PHmAKSsZNbO1a1MKFrB89mu3u7pQHOgNdM2UiNDTUtq2vL/HuieeQ5XYMJLxzz8J1rrOc5YQRlqr2SaJwYeSRa1yxYmAwUPvzTRxaN5Kjm7+hZp8luOFGPskHgJu4kZe8KQ5pwcJ61rOf/S+u1zNQilIoTSGa8AZvPFdfAwbYAu4n3IkmmgpU4NwP3dHyFyB+2CCdAj4n3NzcGDVqFNmzZwfAycnJapV5HShdujSVK1cGYN68eViSKcprhx12pAx7QVU77EgnBAcHM2jQIM6fPw/AhAkTaNOmzQsTjZxZvZk8shM37tzn+u1gfL3cqVKuALmyPR8JAti3bx8rVqyw/p4hQ4anCrqmN27fvs2VK1eYOnUqoaGhHDlyBAAfHx9KlCjBkCFDePvttwG4whXGamMBGMlIukt3cpLzler7OAon/AAUXlWYu1nvki1LNoZ4DXltOr0qfPbZZ1SrVo1D9epRJaHIqhQvjrZ8Oc3y56K2/MVlLjOBCTb9cpMbF3EhVovFeN8DS4wRXCBvTl8K5s2Mf2Aoh05ex/PyBaoGXeVEjqKUKpqTP/c8QRpEMJuVdTJrNBhwd3VGezxKLi6OUtO+x6AUPUwPqZ3tLUq834EJDRvC8WtYcodBeX8cDuSmb5e69O/WgNDwKN4Pi2RK0Gk6RV1nV8ka1PfNgqPI0++Xhwda5868LcKU3LkZOHAg56KiYNMmYnr0YN68eWTMmFFv6+qKw/EzmMuWxiEmHnFzg4TJNMBZzuKHH41ohMNjf5LvcpfSlCZai+YNeYPTnLY9x9SiUCE4cgQ5ehQS3idNM1C5+RhrEyOwn/38IX8gCGbMKQ45jGH8qP0IwB/yh14UN43Rj37klbzEE//C41+7do0NBzegigYxfhiAgh+mIO99AG88H7kCvZjp/Pnzadas2Qvpk5bw8vKyxkru3r2bnTt30qBBg9erlB12/AthJ0J22JEOEBGWLl3K0qVLrdvy58//UtYWTQPfjB4Uzp/1ie3PN+b9+/f5+eefAT0maNy4cZQtW9a6uvgqcO3aNdq1a8fJkydttmuaxowZM2jXrp3Ndl98cRd3orQovMUbb7xfma4pISoqCjkhUBTGzhtL8W7FX7dKrwR58uRhucGAMWEVOqR0aXxKliSQS4xgBHWoo8dc7NsHO3dCQAA59+1jyZQ+fFx1FcG3BYtPHAh4erhSqlgu9h27iu+BvQy7vp6WxWBx0TvkyjkEnpj8a5qGh5uz9bmPN5m5GxiKUgqDQY/VEAdHYnwy43E/kHg07jq6U9ndBYPBwC3Xa4SuWAJOCv7OQ1n5FGcnBzJl9KBYoRx8krkqH/tWoUqBAlSPjccrg2uy10HTNLp37w7AwIEDiYqKYt26dfR4ggxphYtgPH8J2bgR6taFzHr80t/8TR3qoDRFd+nOXOZax77MZaI1PanCec4TRxwuuLzYDStdWpcUkJWszGEO5nOn2Bw8jDm1r5Bdy5Fk20McAgENjSMcSRcipKHRghYvNUZUVBTaHY1u5fsS4jsD3xB0IvoSlpy8efO+Fqt5UujatStbt24lKiqK4OBXnOTCDjv+I7C7xtlhRzpAKcWcOXMA3doybdo0Sj9jIpJaaJpmI8+D+/fv07VrV7Zs2QJAxYoV6d27N1WqVHklf9xNJhM//vgjzZo1s5KgTJkykTdvoitOoUKFnjo3H3w4xCEmyAQOchB33NNd19Rg586d7Nmz53Wr8cqROXNmLD160EHT+ABofO4cWx9upSQlaag1pC994a+/oGZNtFGj0GbMgFOnmBsxmTuOt4ktext66W6ETo5GKpXOj6uzIyVC/NhRG0qehW8XnWNKzrFP2UA0TaNYoey4uzkDEG+ysGX3GW7dDcGiFEoJQaGRDG/5MUN8KvNm9mbccfWmWMHsODgYuOZxUSdBgLnsPWLj4hEBixKiY+Kt6S4MWsr2l5074c03oV8/jU6dujN16lTc3fXn8hEZOn/+fGLChbx5oW9fKJ5Ilg9zGKUpENjLXpvx3+RNmktzXMWVUYx6cRL0BK5ylUY0ohWtCCTQuj2OOLJuPcXp0rCpXgzxXwxNdoz/8T988KEQhehFrzTRKy1RrFgxKlasCOiE6gfXafgcvIJMnAgHDliJ6IsgICAgySQarwNNmzalUqVKANy7d+8fo5cddvybYCdCdtiRxhARVq9ejV9CituWLVvSp08fMmXK9Nxjef8fe2cdHsX1NeB3djceEgju7u7uDkWKF6doodACBQotpRSqSJEipVCgFNeixbW4u7skQNw3u/d8f0zYEJJAQgOh32/ffe5DmLk6O7s75x5L5Ur2zF5kz+xFhnQeGAyvL6w8efKELl26sHXrVgDc3d358MMP34oAZDabOXToEO3bt2fkyJFcvXoVgIwZMzJ9+nTy58//yj6KUIRUpKIXvZjDnDc9ZRunOa3vlL9gLhQWFsbEiRMREZycnP5VSO//Gq6uroz95hsOZ8/OXODyrVtsD9mOVdM1RCtZycAbTWyCxLPHs6z+rvr/jAI+uqZFM2gUK5ANr9RuLHDPx6bqjiiDXu2gc/xCZtniuShTLCfPbt09h68waOxivlu6inJ3a1POpwbz751nskcRjjulo0DujFQslQejwUBFvxoYL2QAswGmlGbN1pPcvPuY0xfvcuzsLZTSZ5s9sxeu0cJWfHTvDocPw+zZGqtXa3Tt1pV6++ph2GeAZrowVLVqVVavXp3gA2oWsuAiLhgx8iVfglLw+edQrRqOU2exPmo1oYQyhjGJf3NewShGsYtdbGQjP/GT7bgzzozYXwXQ368cu67FaueDD4c4hBUrjWjEU55yhSvkIU+yzS25SJMmTVz/nbx5YfBgKF78X/U9d+5cLJaXmw6+LZ5f57s0Lzt2/kvYTePs2Elm9u7dS+/evQkKCgL0fA+vI2yYjAb6dapNxxYVAXBydMDDPWEznZfx5MkTunbtGksImjVrFh988MFr9ZdUZs6cyYgRI4iKiqIpMAjwLV2aozVqMHnyZJt/ULly5ciVK1e8fTzgAX21viBwQDtAE2lCNrK99pzCCec85ylGMVyI/7puZCPNaQ4aTJAJXOGK7dyuXbvYv3+/bd5NmjR57bn8F0mfPj0LFy6kadOmhIaGsqnbJrJtysYDhwcEaAEsag+9ZkGJs3CmBKxtBYFVi/HZ04bM//0wTxdmgmg3muxZvMifOyM7H/oxeU8zjD5bMaYN4/PJDuz3f8iLwYEzp/dkYLe63Lr3hFv3nmKOsrBlzzm2VP0dclwEBD4Ohk9qkT5tKvp1qk2+nPoDo5s1FWm6tuOpXzCgsdzpCEdP3yTCHMWdB756HVcnalUqhKuzY4Kf3QwZ4MEDEK+nBOS5w34tmL/K/KVLEeUBNwgMDKR3794AtGrVCoMh9t7jAAYQjp7TKoPo4a21n35CAO3gQWTHDtiwIVner2ekJz0KXSO2i1085Snp0DdpanedD7/XAj8/tGExocBvcpNSlCJEC6GdtGMZy5J1Tm+Sp0+fIvH5eUWjUJzmNDnJSVpenTbgmVBrsVjw9/e3aQFTmsjISIKCgt5+6gM7dv7j2DVCduwkM7dv37blmahVqxb58uV7rX40TcMrtRu5sqUnV7b0ZM6QOt7kkolh1apVcYSgjh07vhVt0KVLl5gzZw5RUVE4Gwys0jTqAx+cOsXJX3+1CUGpUqViyJAhCQZtcMEFJ9Gd4h3FMUHhJTGYMVOOclTUKlKe8pgxx1tvBStsLirXuW47Hh4ezoQJExARHB0dGTZs2FtPqJjSaJpGsWLFbJrOyzsuk6Z8GtyVOwBBqaH0aeh6rSplTsO4r2B57qN0DuhJqk0l0NU+Oh7uzpQslAOT0QD3U/F9k9qEOSu6jjzH8KOr4oxtMBhoVLM4P37ejipl8+Hh7ozJZIBAR9AENDCFuVKycHbGDX6fTi0r4+j44vuj4eRoIlf2dNz39uPWvacoJXimcuGDZhVp2bB03M+bxQJr1sDDh6xbB/0n3MLlUV4+rlyOSUyK7lXD3dEdr31e0FQXhjZ164ZPxYrIH3/E6i41qW0BENJ4R8K0adF9RPP333D2LCRjRLCf+IkylEFD4xznGMe4mJP588P9+xASouceiuYQhwjR9MTDm9n86kEePoSbN5Ntzv+G2bNnx42otm2bHjhi6lS60pVyWjnykY873Im/k+do3rw5RqMRHx8fVq5c+YZmnXiefV/eunWLjRs3pvBs7Nj57/G/9cttx84bJjg4GD8/PwBKly7NkiVLSP8v7NGTA19fXzZE7yo/rwl600LQkydPWLx4MXPmzOHy5csAtO3QAafNmyEwEER4GhEBQMOGDRkyZAh169ZNsD8vvNjBDtawhvd5P1G7twlxi1tc0i4BcFG7yB25Y4sC9zxDGMJSWYpVs1Kf+rbjY8aM4cCBAwBUqFCBxo0bvzMO1G8TLy8vFixYQMeOHfH29ubc2XO4XHCBEoBAM5rxS54/OCPVOa+d5wM+wNPNhSa1SxDkdxE3N1dSe7jiYDLRuFZxHvsGYY6yUDLqHsZTGxCDhkPaNLRrWB4Hk5HsmdPYpARHBxPvNyhDueK5OH72FsfP3ebOgzJc/msnzp4Gujv1oea0YuTNkR6TyYimaShRPHS+i3I1gx+4uznz1aAWBEYGse3WUTx9M1KzfGEa1SxGeq9UcRecOzfagweIppH1zBnKDT7J3Lfh4gABAABJREFUL5qu+d3LXv6Sv1jDGhYaFkIV0NZopM4puIwOZ6zhBN8N6U7qGjUgVw6ucY21rGX6ihrUWh9EpaWt9aTCmob2zJTOxQWtVCmkUSPYtAle5x4LDdVVV/nzg6bhhhuVqcz5qFPkuaHwzOcW60lgn7afmcaZVKc6AxgAQEMaUiw4FxHet+mQ95MX41fEZvt2aNKE3TWszP6tLHXz9KYPfZI+72TCarXGNk20WPRw+GFhaBs2cK+yE1SEQC2Qf+SfV4YOL1euHKlSpSIgIICtW7fSr18/XFxef1Pm3zJ48GBWr15NWFgYAQEBL9V+2bFjJx7eXErTlMWeUNVe3naJiIiQdu3aiYODgwDSqlWrFJ2PxWKRW7duSdOmTUXTNAGkQ4cOYrFY3vjY586dk8KFC4vRaLQl/cuaNascOnRInmzbJmuzZZOW0ccbNWokjx8/fqvXJkpFSW1VWxCktqotUSoqwbphKkzuqru2/1+6dElKZcokqUAcHBzkr7/+StmErylcrFar7Nq1SzJnzqy/174xiTl/U7+JUkp8la/kUDkEQZqpZrJ/6SdiMSBRRuTwX1+K1WoVi8UikZFREhlpFnOkWazTpokaPFjMt25LRKRZIiPNYrFY4lxrva1VzGa9bWSkWczmqHjrDlaDBUG0QEehemtJV/pj2Xj0mORReQRBGlkbS5QlKv7302IR9VxiVDVihDxSjyS7yi4I8rn6XJRSclldFk1poilNXK2uknN1JjFYEM2C5LuMjN77sbyv3hcEcVN6Mt6Mj5BHGRHVsqWojz8WNX26qDVrYiViVaGhSX9/Hj0SlSmT3r5rV9vxwIgn8qBURhEQS4VyoqL0+9+iLOKhPERTWuzEqvfuiUqXTu+nT5+Xj9m/v0Q6IK4hiKb0++CEOvHW78smTZoIIIUKFZLIyMiYc1FRolKnFqVpIiCTT3UTBMmhcoiP8nllvxaLRbp16yaAZMyYUfz9/VP082exWKRFixYCSN68ecXX1zdF52Mv9vKuFHtCVTt23jIHDx7k77//JioqCicnJzw8PFJ0Pt7e3lSvXp3NmzcjIri6utKkSZM4fgrJidls5vTp07Rt25ZLly5htVpJlSoVnTp1YuXKleTKlYsPfvqJ9+/fZx26s+8vv/zyWoEk/g1GjOxgB4/kETvYgREjBzlIT3rG8X9wxjmWL5LMnMkpb28eARM6dKBRo0b/0zuwmqZRs2ZNlixZQqZMmeBX/XgacxrqWnQN3wlOcFfTg4ds0DZgWLUSTYFBQdTqJWiahsFgwMHBiIODCZODCe3jj2HSJEw5c+DoYMLBwYTBYIhzrfW2GiaT3tbBwYTJZLTVDSMMX3Tfn0UsAkA8zFDtISaxcj/sH25quhnX34YthBvC2apt5UM+ZAtbYgYyGKBAAb290Qi9epGRjFznOo/lMd+h57kqQAFWspKe9GSbto0GDZqhNBADXC8A46r/wlptLQChWigAPplgX3XQ1q2DpUugSROoWxd5Nl67dvA6WocDB9C8vfW/nwvln+q6D1lO6xHjjEePw50YkzAjRtvf8izMxe7daE+f6n8vXvzyMTt0ACcnDAqeqY6e7/NtU7ly5djfeUYjbN0KPXsiS5bwacn5PJbHXOMa6Xm19t5gMFC/fn1MJhNKKcLDw9/g7F+NwWAgVSpde3nz5k3Wrl2bovOxY+e/hl0QsmMnGRARjhw5QlBQEAaDgYkTJzJ9+vQUm49SitmzZ/PgwQNEhLRp0zJ9+vQ3GhwhKiqKb7/9lho1athM4XLkyMGWLVuYM2cODx8+pEOHDuzYsQOICSueUHCEN42GxiUu0Z/+bGITjWjEAhbQUevIBS7E2yYqKopMm3UfCRegs6srDg4Ob3HW7yaaplGjRg0WL15M6p9SQxawZLOwYZZuklme8uQRPbpYS2mJ1uEDxKC7CTm26/LqASwW8PdP8rwucIGsZCUDGZjJTLrTXZ9voDPp92fi0KUl9K31KUv76JsWzaQZYYTRnOYsZCEtaMFjHgNwilMMuFibrUfG6XPJmxcABxxswQae0YpWzGEOVajCBLcJdA/rDopoHSikO67XdxPd0d7JbKDIpehr6esHW7ZAqlRw7hxy504sISY+rFiZzGSGMISHPIw5kTevnjcHoFOnmOP58yNlygAglSrpob0BAwY2s5m86GvrQhf88IM6dZBnJr7dur38olerhsM9b7ZYN9KFLiyUhZQg8akDggnmS77kK74ijLBEt0uI7du3c+bMmdgHy5eHOXN0oQ1IRzocSPznuHLlyphMJp4+fcqff/75r+f4b/n0009xdnZGRIiKikrp6dix89/iLVippQh20zh7eVvFarXK1q1bJUOGDAJIyZIlxcfn1SYWb7KsX79eUqdOLYB4enrKuXPnJCoqYfOvf7v+oKAgGT16tJhMJgHEYDBInjx55NChQ2K1WuXKlSvi6elpM5NLlSqVLFmyJFFmemEqTCJV5KvnoawyW82WYWqY3FP3XlnfT/mJo3IUTWliUAZxUk5CtCnPSXUy3nWOHj1aPndyEgGJ1DSx/vNPit9/71IJCwuTYsWKicFgEEAKFy4sN27cEKWUhKtwuaquilXpZmc+j87KY58LclAdlEFqkGxT2+Lv99EjUTly6GZZX32VpPl8rb62vafFVDGxWq1y1PeMrNjzjxwcMzHG7MxgkKuWy2JRFnmoHopBGQSFGJRBHpzeItZPBkm7TalsJmOvY+o1dlFHKbNMk9yjEfwRLMiUoClyXV2XXCqXTBmoz8Xs4SLqypV4+whX4RKhIuIc/039Jog+3/qqfsy56tVFGQz6GhcujN3ObNbHeeF7oZ/qJzz3Wq1W6+dCQkTduCHqFWagQSrI9h6/ThmoBopBGURTmgxXw1+7n/fff9/2fTN//vwktw9VoWJW5njP3bp1S1KlSiWAjBs37q1/zl4sZrNZWrVqJYBMmTLlf9pU117s5Vmxm8bZsfMWEBF8fHzo06cPjx/rO8fly5dP0QAJ/v7+/PLLLwQEBAB69vFChQphNCa/eYqIcOnSJapXr84PP/yAxWLBYDDw0UcfcfjwYSpUqICIMHXqVFskvZo1azJ//nzatm37SjO9NawhNanJSEZOc/qldVeykn5aPyYxiQ94teYriigsWBAEpSnmMIf3eZ+ZMpNSlIpT32KxsGnTJn6IjCSfptGucmWoVOmV4/wv4eTkxLZt22jfvj2gRwwcMWQIVosFJ5zIRz5blLT0GYvhnD479ajHdKbThCbcV3dh9mwYOxb8/MBshs2b0aJzcj2LqpZYGtEIRxwBaEtbNE3jepoLnKqxkez9asVoOZo1I5+hAAYMZCITS1hCS1qyOGoBmWu0R5s2naXNgsl9QzcVCycecyhfX/j6a13ToFTsc6GhjO67jmIRwq1vAE/AACPMIzgcfJj9PzRl0C8QmN0Dw7GTemCDF9jOdrzwIi1pOXBlHowYAdHJfEMJRRPN9jci+rULe06jEvaCdsVk0sd57nvBipXZ2mzb/z3Eg0pE3+OurpA7d4IBGwShNa3x0DxoRCOsvF6ku1B0c0ENzfb385gxI4jt34QYNGhQnGMWLExnOuMZTzDBCbb9nd/xwINsZIsVLfIZWbNmpc1zUfVSGpPJhKOjfp//+uuvREQHobFjx04ieBvamZTArhGyl7dRdu7cKXny5LHtgJcuXVquX7+eYvMJDAyU999/3xYcoXLlynLv3qu1I69ToqKi5Ny5c1KoUCHbzqujo6MMGDBAQqMduy0WiyxevNi2e5opUya5f/9+oseoqWoKCtGUJp+qT19a91f1q+4IrzQproonqv/FarE0Uo1knpqnO8MnUM9qtcrYsWNtgTAGDhwo3t7e9p3XBMqhQ4ckffr00h3EDOKfKpXc3b8/Tr2n6qlN+4Igj+aMt2loVJEi+r/584tydY3j8J9giYoSNWuWqJ9+EhUcLA/VQzmvzotSSrapbTbNSSlVSpS/v6gTJ+JoRWwlOFiUyWQLkvDVxnJy4Kt6Yt28KW7d5s1t2peIebPkR/WjzFQz9UAcvr7yNK0WS9OCIFj1f81pUsVop+bOjXcubVQbWxCGbotMojRNlIODqPv3JUyFyUA1UN5X78uFx3tF5cunX7vhw0W1aCHq009FhYcn6r1roBoIgngqT7msLif6Pb+tbsda2xl15rXunYfqoXRSnaSL6iKPVewgKiPVSNGUJllUFtGUJkVVUfFV8QcHOHbsmGiaJqlqp5Lud7vLcXVcJqqJtve/h+qR4ByKqqL6KhTyjfom3jr9+/cXQNq0aSNhYWEp/pnr3LmzAJImTRo5cuRIis/HXuwlpUtiNUJ2Qche7OU1S0hIiC1aDyDu7u5y+vTpFJ3TjRs3xMXFRQBxcXGRJUuWJPsYVqtVzp07JwMHDpT06dPb1p89e3bZs2ePTQhSSsnSpUttQhAgY8aMSVLUuh/UDzbhZoPa8NK64SpcBqgB0lA1lGPqWNLW9fHH+oNj48aiIuOa4ZnNZilevLgAomma7NmzJ8Xvv3e5WK1WmTNnjlx+9nAP8nuhQvG+94vUIqmtast0NV3Ud9/pD/gGg02oENAFm6lTRX37rahXCdKTJultNC1OhLMlaontfsqmsiVqLZc3/SzjZmWXg59UFJUpky3amDp5MnbdypX1eWuajP/R0ybcTVATRCklljq1pPRxbA/YtiLI6frF9D5dXERdvBjvPJ4J+gjyZyfNJpypS5di1501K+a6ZcyY5PcuUkXKQXVQnqqnSW5XSBWyRWALUSHJe08pqy40v/BapBbFW//YsWNCWoRw/f12Va7yqfpUDMogBmWQ99R7CY41TA0TBDEpk+xXcQV4pWIEobRp08rTp0m7Vm+iHDx40Gaa3L1799iR8uzFXv4Hi10QsgtC9vKGy4MHD8TDw0MAKVWqlJw4cSJFf3wCAwOlbdu2ommaODk5yezZsxPtFxSloqSVaiUOykE+UZ+8tO7Zs2clf/78NuFG0zTJnj27HDx4MFa9J0+eSIUKFWz16tWrJ48ePUryuo6pY3JJXUpyu0QXX9/YYYpfWIdSSjZt2iSOjo4CSL9+/SQkJHkf8v4/loCAANlXqpRNELoDcnjlypdr0QICRHXqJKp4cVH58sUIBytW2PpRJUq8fOxhw3QhSNP0fp7brY9UkdJcNZfcKresVWtfuYZIFSnpVDpBIQ6RyO3sxAggW7bErn/qlKjatcWnc0NxD4p5UK+iqsgln30iIGHOyJ4aSPHT0WfvInyLeKXxlL3ffivWu3cTno/VKr5dm4nVwaT7/lSqJGrixLj1Tp8W5eCgz7FTp7f6ngerYNmldom/ejMhpWupWjYBBUFclItcUfH7Ux07dkzIFVtoOqvOSlvVVuqr+i/VdlmVVQ6pQ3JdJazdnzlzphiNxndGELp//77tezlz5swSGBiY4nOyF3tJyWIXhOyCkL28wWK1WmX8+PFiMBjEwcFB5iZgzvI2y/r16207ghkyZBA/P79EtduutksalSbWA8OLJinP1nzx4kXp0aOHTbjJkSOHjB49Wm7duhWr7tOnT215PACpW7eueHt7p/g1irdERYkqXFh/cPTyEvXkSZx1L1u2zLaWAwcOJPu9dP+Rnxw8cU0Onbwml64/kIhIszz08ZfjZ2/JsTM35YG3n1gsFrFYLOLzJEBOnNOPP/TxjzdfzrtSrFFREpghgy7AgPyaPbvcu3cv9nxv3BA1ZYqo87r52jOhR0BUjRqibt8WtWpVjCCUJk384129qvfzzz+iSpSI6aN3b1udfWqf7R6vrCrHbn/mjK51un3bdixIBcXSQhwvg6iCBXVTswQ0m4/VY/FUnjGaH0E8VCoJLp5Hn0/atPLoh8Fy8NAsqVGzhu2+SpMmjaxduzbh9/Ly5dgCe3QQinjLjRuiduzQAyK8A/dBQiVUhcqv6tdXanuflTAVJlvVVrmpbsp2tV1uq9sJ1n1mGsdgJMfTHDJFTUnWud+9e1dcXV3F3d1dDh06lOLXUikl3bt3twtC9mIv0SWxgtBz+aTt2LGTWB4/fsycOXNQSuHh4cF7772XovMJDg5m6tSpWCwWnJyc+Oqrr2y5JV7FOMYRQID+OKZBHslDalLHqhMZGcmmTZv4/PPPuX5ddx7OmTMnK1eupFy5crHqigibNm1ic3SYaXd3d4YNG0aGDBn+7TLfDEYjHDyI7NsH5cpB2rSxTiul+PVXPTlOlSpVKFmyZLIOb7UqVm4+xtipf2HQNGpUKEDj2iVYtv4Il248QimheMGsfNy1LgqYs2QP567cx2pVFCuYjaG9GlK/WlGMxncvl5FmNOLUvDna3LkArLp3j4Xt27N8+XKyZMnCHfNVFi0vw6LW4VgcNZb6b6LirVvIM4f8kBDIkQMyZ0Y+/BCOHoVvvok7UHAwVKiAFhCApEoFvXsj58/rIsONG7Zqt7mt/yFwi1sx7R8+hIoV0SIikO+/1/PqODjgjjszmclU/7E0XxmJsXYZzv40gRJawvdAOtJxkYsslsUM14YDEKQF83jfXtz23IEBA8j0+c9kdHRk2b59tPvsMw4cOIC/vz89evRg/vz5tGjRIm7HWbMiGTOi+fggmTNDpkwJX/jcufXyIhYLrFgBnp56rqIUzn/Vl778qenhp1fICtrw8gAEzjhTn/oA5CKX7fgGNtCXvuQiF3/xV+x8QD/D2BJj6faqsN+vSUhICJs2baJChQrvTD4xkYSDSNixYyc29qhxduy8BpcvX8bHR09I2K5dO9KkSZOi8xk7diw7d+4EoGzZsvTo0SPRUeLKUx7RBDT4VD7lKEcxoe+RREREsG3bNkaMGEH79u1tQlD27Nn5+OOP4xWC1qxZY4vY5O7uzowZM6hXr15yLRW++kp/CBw8WH/QTQ48PaFZM8icOc6phw8fciP6YdrDwwM3N7fkGfM5IiKjCAgKwy8wlL1HrzBqwmp2H76M95NAHvsGsevQZT4Zt5RBYxazbf95HvoE4PM0iF0HLzLxt7/xfhKY7HNKLhxmzODo6NF0c3cnM3Dl4EF69+5NiIRQ3rEKY0aGcz0/3M4hfGf6CXr1gkaNoEgRmDw5uhMHmDsXzp6Fli3jDuLvjxYdJVELDoY2baBmTShRAn74wVatDW1oK20pQAFmMSum/cOHaM8ibfn4xIqw1oc+nE99n3W901N64g7KaxW4QYxwFYtLl+CPP8js50RTmsY65etpgfr1ITrBqWY24yi+WLdbcXrkBE0gICCAH3/80RbxMRZubnDqFLJ8OZw6ZUuwOo1pZCYz3eiGBUtCb4POiBFonTujNWsG8+e/vO5b4DKX0URDE42rXH3tfj7nc7zx5jCHWcjCZJxhwjg7O5MjRw4AVqxYgf9r5Ll6U/j6+rJ69eqUnoYdO/8J7IKQHTtJJDw8nKlTpxIZGYmHhwcDBw5M0aSaISEhnD59GtDDF3/yySe4JCEL/Q/8wBpZwx7Zw2Qm44UXoK9z+PDhNGnShGnTpmG1WjEajdSqVYs1a9YwdOjQWP08E4J69eoVK1R2x44dEwyTHUQQTWlKfvKzhS2vnuzDh2jjx6M9fow2dSpEJ259E4QSygpWsPj0Yu5Gh2/u2bPnGxvvGSGhkVQsmYcfRrShatl8aJp+be8/8iNPjvR8P6wN9asVxWDQEIFzl+9z487jNz6v10VzcKB8r178bjazEDgLnN+zhxlLZ+BriH541AADlLjjCQEBsGkTnDsHNWokbpAcOZDRo5GsWZHPP9fDmu/cqQsMzwnrzjiznOVc5jIteE7rUqYMMmAAki0b/PijLhh/+62eaPTzz7GKxRZGOUqL4iY3487h9m0oUwate3eoWZNCUpBBMghDdJaKxjTmmusDpk7OiXc2E497t2RRhSsccj5EZMZIXGbpn9nDhw/Tq1evWMLQWc5SilJUytSS2w8P6glBv/gCs0QyhCH4aD4s0haxn/0vv04XLiCahhgMcPFi4q5tMhJOOCtZyVnOAvATP5GXvNSgBr3p/dr9lqa0fg9pUJziABQsWJDq1asnx7TjJV26dDRp0gQAHx8fLJZXCKFvgVy5cqFpGlFRUbZ0Dnbs2HkFb95bJ2Ww+wjZy5sqe/bssTnOlyhRIkXvscDAQOnatavNz2DkyJHJljh17969tnWaTCapXLmyfPHFFxIeHYZ3o9oohVVhaavaSogKkaNHj8ZKmlqnTp1XBkf4Rf1i86XIp/K9el4hIaLSptV9JNzdRS1YIOplDub/otRWtfW5RSEU1aNDXbhwIdnHMZuj5PuZG4Vc3YVc3SVbpcGy+9BFiYg0y+w/d4lDvp5Cru6SpmR/Wb7xiESao2TlpqOSqmg/IVd3SVW0n6zbmvQEn2+17NoVy7/lqgFxbucgdc7UkXQqnbSwtpAVH2cSiwFRbm6iHj5MWv+PHolatUrU47i+ba9VHjyI7Y9z8aJMVVMlg8og7VX7+BP8bt0aK0GrMpvlmroWy/eut+ptSxZaX9WXLWpLTFCFh5WltaOjFI7+/LRq1crm5/e+et8W7WzA9Jh5Wa9clrwqryCIg3KQG+olfkNK6f5TefKIKl1a1M2bb/0+aKqa2sJXJzmy40tKmAqTRWqR7FV7Yx1v2bKlwOslVE1MOXLkiLi6uorRaJRp06a99ev5Yrl3755kz57dlsohKCgoxedkL/aSUsWeUNWOnTfA/fv36dq1K2azGQcHBwYOHIiHh0eKzWfXrl0sWrQI0LVBZcuW/deJU8PCwti8eTNdunTBbDZjMpn4/PPP2b17N9988w1OTk4AfMRHXOISK7WVzA+dz7fffmvTBNWpU4clS5aQMWPGl46Vj3z6HxoUpOCrJ+fqCseOIdOnQ/r0+u578eLw5Mm/WXK8HOe4/ocJKA7VqlWjUKFCyT7Oi7i5OpExnSdGowFPD1ebG4eLsyM5sqTFZDSQyt0FozHm61u96z4B1aohtWvb/ptfgcNvUezy2kWWp1nwU08ovcUbowItNBSux01imSAhIVCqFFqbNlC6NLwqmWRUFPTujbVsKXYcGsdF4tGMeHoiXrpmVNzcIEMGBjIQb7xZylIciEcDXLMm8v77SOrUujmeyUQe8vCxfIyHeDBQBlKOcihNIZrggw8taUkeycNsmc3WYRlZZTZzFigLrFmzhiFDhiAi5Cc/SlMoTZHvvq45End3tHTp2c9+ZspMjnGM3MTjF/Q8lSvr1/bECciVSz/24AE0bKhr365cial76RLs2AHW10uMGh/HOAaA0hRnOPPa/YQRRmc6U5ay/MiP3OMenehEdZKmAbrABXayE4V6deV4yJ49OyaTCavVysyZM/H19X2tfpKLLFmy0LhxY0D/rXoXtFR27Lzr2AUhO3aSwO+//869e/cAKFy4MO3bt0+xuXz11Vf07dsXEcHJyYnx48fH72SdBMLCwhgxYgTNmjWzmYMVKlSIYcOG4ejoGMsZ+Hln5Vt7bvHXX3/Z6i9ZsiRRwREa0IC/5W9myAwWszhxk8yVCzp3RrulO7trgYFJe3AGmDRJNy+aPTvBKt9EfYMWqsFeSP1Panr27PlWnKE1TYvXh92gabGEn/8UJhNs3Yq0aoXVxYnxX0CwB5ANznmd5R/tIF8tzY+4uiLvv6+btiWWsWPRov31tAcPdB+fl7F+Pdq8eQzucZYGVcZQnOJMZjIRPCdAubrC4cPI5Mlw5AhEC0UvxdER79Uz2Om3kojPPtbng8Y0phFAAFOZSi96sVJW8qv8ylnOEkkkN7WbmE8dwW3FJv1SAZWjTW3Xr1/P5s2b+Ua+4Xf5nSWyhIEfnkQ++wzmzYM0achEJvrRjxKUiHda3g9PcnLnBO6Zb7KDHYQTHrvCTz/pZoQHD8KXX+rHDhyA4sXRGjSAjz9+9doTybd8SypJRSWpRCtavXY/S1jCEm0JpzjFSG0kxSjGSU4mqY/d7KYkJamv1Wcwg19rHmnSpLEFyrl//z6RkZGv1U9yoWka7dq1w9HRMUXnYcfOf4n/6K+qHTtvn3v37jF//nxEBC8vLxYtWvRGHOcTw8WLF5kzZ47NDrxixYoMGjToX2mDbt26xfDhw5k5cyaSXtBWa6TZl4ZJKyfh7u4ep/4a1jCRiUy6NInfu/wOgJubG8OHDyd9ej1qUzDB7GMfoYQmOG4DGvARH+FBEjRrnp7I0KGIyYS8954u1CSW69fRhg1DO3ECrX9/SMCWPu/WvLhkcMFQx8Bvk3+jadOm8dazk0hMJli1CkJDOfnV+2gWjZxHQIygDMAJH+5evAirV+t1E8OVK2iTJgHR9mQdO+pR5l5GliwA7KqjNxKEz7TPqMcLAT3y5YNPP9WDNrwMqxVGjOBRq8oUtuSnvlbfFtnsRTQ0WtOanvS0BSRBoMqIv3RNFSDZs1M4WiDx8/OjW7dubN+8nW7SjQ50wHD0ONrEiWjt28PMmS+d2v07/5CqYDmydRpBMXN+GmgNqEtdhOc0iFmzoqno7EjZsunHDh4EpfRau3e/fP2v4Ba3OMYxBKEnPQkkkIMcjBOZMilkJWus/0dpURzlaIL1Hz9+jFKxtT4HOahrggR2seu15uHk5MTAgQNT7HcgPvLmzYvRaMRisfD06dOUno4dO+88dkHIjp1EEhQUxP379wHo0KEDhQsXTrFwqbNnz7YJQYMHD2bBggWYEvvwGA/Xrl2jRo0auhAkguErA7SEwGqBLCq4KN51piUtHwZ8yD9f/mNz7G7UqBHdunVD0zTCCac0paml1aIc5TBjfu35xcuECWA2w/r1iX9wBvDwQBwddadxNzdb9K0XuXPnDmFhYWiaRqFChd6Z0Lj/dQwYWO2wmv1H9jO+VyFm9YVpA6HkJ0FMnToVa1JMsTw8EAcHPdy2uzv8+uurQ0JXroxs2sTIa210YSS6+kHtIFFEJX1Bf/+NNmECZ8KPEOigC/z/aP+8tC8DBnazmzrU4Ud+pIxfrph5z59Py169qFKlCqALQ19//XVMSOSdO/V7V9Ng18sf4O+f+Av3UDhbAoJT6e0Pa4djfxaHDkV+/RV+/hm+/14/9sEHevhtR0cYNSrp1ySa/eynAAWoqFVkNKNfu58XaUxjVskqWtACk5goJIVeqmEaP348y5cvx0/50YMevM/71KAGOcmJE06M4vXXmDdvXhwdHYmIiGD9+vWv3U9y4+/vT9euXQkODk7pqdix805jzyNkx04iiIyMZPHixSilSJcuHX379v1Xgse/4eLFi6xcuRLQc/kMHDiQXM/s/V+D8PBwzpw5w4MHDwDImDEjBYsWZL+2H0FsUeReRERYtmwZa9asAaBIkSJMmzbNJjDc4hY3NT261hXtCg/kwat9GN4GGTLou9wbN+phll+Rb6lSpUpkzZr1pXXsJJ0qVapQZOdezvXvz44tW/jJHIY2axa+vr6MHTsW15yuPOUphSiERgLCTebM+nu5aRO0bauHmE4MjRvTica0IIR6Uo+j2lE+kU9svj+3uY2GRk5yvrqvaLO5Gvuh/BknjpWMZIgMid+P6DmqUpUd7OAJT7i4qRyFZ+5GSpTgUp1MpBcTy5cvp127dhw6dIhbt26xc+dOHtV7xIrJV+mkOfPBCgN89NFLxzDWa8i5EpOp8o8i70NXbmQJo7gUx4IFJ5yiKxmh9wsR27Jn181NldLPJ4bbt3VhLmfMNdvFLpvWZSMbGc/4xPX1Ag95SBhhMT6FQKvolxUrBgzx3iNe0e9NcHAwX3zxBWfbnmWRYZHt/E1uIgiGZNgTtlgsXLp06V/3828xmUx4eHgQHh7OlStXiIyMTHROOTt2/hexa4Ts2EkEV65cYcKECYgI7u7u5MuX79WN3gAiwpw5c2w5jLp3707OnIl4WHsJY8aMoWPHjgBkzZqVXbt2sbnaZn7gB8Yxju/4Lt52Bw8eZPRofZfXxcWFQYMGkfm5PDwFKUh90U2E3pP3YvkUpTiVK+vhkUuXZgMbaEMbFhHzgBQZGcnff/8N6CFpU6dO/camohk0yhbLycBudRnYrS6dW1YmjYcbGhr5c2Wkf5c6DOxWlx5tq5Ehrf5AkyOLF30+qMnAbnXp27EWeXK8o8lqX0Hq9OmptmIF5oEDMWsaERER/HHrD2qZa5GNbBTVivJt4HC4di3hnFFVqujvZalSSR7fHXcOcYgwCeNnfgZgGcvIG/1axapXd1K5MrJyJa4DhnHY7RxhEsZEJiZq/LOcJTe5KZapLl+OtfJ562MU04qRW8tNQNYAxo/XBQc/Pz8+GPYB3bXubE59kC7zIvHxuwR16760/wEeIyl5SuHlD86Zc2MQA+c5zxSmvHpympZ4IWjZMsibVy+rYq5ZBzqQlrQYMfIpnyaurxfYxS5ykYsCWgFmMCPOeSPGBAXl7777zpbDTCmFu7jbzAI98URD+9dCkLu7O3Wj34cDBw68EwET2rZtm6JzsGPnv4RdI2THTiIIDAxEKYXRaKRly5YpkjcoPDyc48ePx9IGde3alSfaE4wYSUvaJPd55coVlixZgsViwcHBgcKFC1OgQAGMRiPDGJZgO4vFwowZM2w/+u+99x69evWKVceIkb/5myAJwgOPhHf1U5BAAmlDG6KIYo22hipShbzkxWKx2HIzvWkMmkadKkWoVbkwEJ1Sx6Bfq1JFc1CycHbkheMF82Ti289axzn+X0TTNEaMGEH69On5/ofv8V3vyx3PO6BBnhvwSdmf0QInIUOGwMTECRgvEkwwgQSSjWxxx0fDGWfb/9exDtB9h/7iL9rQ5tUDtG4NrVujwXM9PYfVqmtMcuaMZca5jW2EaXry1mUsw4puFhimhbFNttHBowY1ypdi39PT+Pn4gRU0o4YRIyaHV+cKc8EFTTNgdlK4SEx9V1xfvaaksG6d/q8I/PWXrmlF3wx5wAPMmHHj9fxoNrBBvy4CK1nJAAYkum2GDBmYOHEiZcuWxWq18mHQhzikdSCQwJd+vyUFZ2dnihUrxqpVq7h8+TIhISGkTZv07+LkQtM0PD097aa8duwkErtGyI6dV3Dv3j0++ugjRIRcuXIxfvz4t24WJyJs2LCBhg0b8ujRIwC6dOnCkVxHyBL92s72JPV34sQJRo8ezcOHDwHd12jdunUJJj99vu3u3bttGpNixYoxYcKEeNtpaLad13eRZyY1GhoGMWBE3wEPDw+3Cb7168fv+J5caJqGwaBhMhowGQ0YjYboyHGaLVLci8e1eI7/l0mdOjWDBw/mww8/BAs88+Wvvx08AqOd3BctSrD9y7jIRbKRjRxaDn7kx1fW70xnXdDARCc6JW2wP/6ADz+Eo8857lutULs2Wv78ejS8qBjfoeY0J42kAaBv9AvAS7zoPDOYLOXL8/f5M5RdAfwGNIE8u/KwOnx1ojY+FrGI/vRnkkxiAxv4hE8Yx7gkCROJonNnXXtkMkGn2NfMAYfXFoIA2tMeF1wwYKAnSU9o7ODggKZpPHz4kL9W/sVwhvMt3/6rYA0vUq1aNdzc3IiKimLXK/y23ga9evXC1dWVsLAw9u9/RZJdO3b+x7ELQnbsvIIlS5ZwMToLu5ubW4r4BkVGRjJx4kQiIiIwmUwUL16cbt26sVRbikJhwcIKViSqLxHh5MmTtGvXjlXRZizZsmWjZ8+euLq6vvKhOjAwkP79+xMQEICmafTp04ccr4rU9Y6SilRsYhPd6Ma3fMsP/MAqtYoFCxbg7e2NwWCgUlJCOdt5bTRNo3at2qRqnwoiAAVbG0Jk6uiIhS4u0LEjXLzIClbwER/F5Hp6CRvYQDC6w/jv/P7K+u/xHo95jA8+NKJR4hdw4oSe12rhQmjUSPevAbh3D+3AAX2NJ0/GytVTgALc5z7e4s1whjOSkTySR9zjHunnbwDAKUJ4fy3QDDgCtxrcYmW/lYSEhLxySqlIxUQmMpjBZCQjk5jEKEbhSDKHV37vPT36oo+PvvZkpBKVeMQjfPChC12S3N5oNOLo6IiIvLG8OmXKlMHV1RWLxcKRI0feyBhJ4ZnwFxkZyT///BMnYp4dO3ZisAtCduy8BIvFws6dOwFIly4dM2bMeOtmcSLC+vXrOXXqFAC1atVi37595MmTh3a0s9m5JyYvh4hw6tQp2rVrx63oPDz58+fniy++SJTfk9lsZvDgwba2pUuXpk2bRJgOvQa++DKSkUxiEhbeXGLAutTlV37le77nN36jnbEdU7ZNQURwdHR8pYbMTvJRv359+pbpC9HP+Ldzw2dVUgOg3b0Ly5ZxdlhDOmgdmMMcGtDAZk6WEE1oYjMF60znRM0jdfQrSTz/kG2xxPg0Zc+OVKgAgBQvDgUKxGrmggsZiPHxykhGXHCxaVaiHDXWN4eCdwriEOGAUorFixezYMGCmEhy8TCRiaTV0pKDHNzmdqKXEUUUYYQlur6N1Kn18gZIRarXMv0FPapbs2bNknlGsXFycrJtmJw5cwY/P783Ot6rSJUqFWXLlgVg3rx5bNiwIUXnY8fOu4z9F96OnZdw6tQp9u3bB0CLFi2oXLnyWzdDMpvNTJw4EavVitFoZPjw4TYb8E504g53uMc9GtP4pf3EJwTly5ePlStX0rdv30St69ixY6xduxalFE5OTvz6669kypQpWdb5Ih/xEROYwDBtGLOY9UbGeIZCEUmkzZE6QvTkmm3btv1XEfnsJI2goCCWLVsGLYHVwFB4sOW+7bwAQabw6L8FM+aY9+z5hKjPUZzi3OMe1+V6soZwjkPFisi0adCqlR7S/VmgAaMRDhxAzp+HY8f0kNSJ4dNPkZs3UffuML/CBU5lPsW347/FwUEXhr7//nv27t0bWxiKjLQJYNOYBsBj7THriRvWOZxwfox+Pbt2F7lIFrKQmtT8yZ+vfy3eIYxGI05OTm90DBcXF6pWrQrovxnvgiD0bD6BgYG23zA7duzExS4I2bGTAFarlX379mE2m9E0jUaNGr117cAzbdAzx/3atWtTvXr1WHWykY1MvFwYsVgsNiHo5k09pHWePHlYuXIlJUrEn5H+RcLCwpgxYwZBQUEYDAa++eabRLd9HYIIAsAgBtvfbwonnFjNaprSlB/DfsThvANOTk58+umnKRYm/X8RpRRhYWFwCEqML0Gq31KxTuAHk4m7+TJQ5qorNf/yp4JvPipdScOM+yMxYKAFLXDVXGlHu9jJQqNJQxrykOfNL+Djj2HlSqhVK/Zxk0lPzJpYIegZuXLhnC4bhSmMs4Mzn3zyCa1btwbg0aNH9OrVKyZPzFdfgasrlCkDQUE2DbGLuFCb2nG6/pqvGRX9GstYAJawBD/8sGCxCVLP44cf4xnPQhbGe51jcfkyjB4N0Rr1d4ETJ05gNidzPrNoihcvjqurK1arlePHX22y+aYZMGAA1apVA/Tv/5dpD+3Y+V/GLgjZsZMAx44ds4WHLlSoEA0aNHjrczCbzUyYMAGLxYLBYGDYsGFJ3t2Miopi+PDhNGjQwCYE5c2bl1WrVlGyZMlE9SEi/Prrr6xYofshFSlShG7dur1RM8FpTKMpTelOdwYx6I2N84wmNGEDG+hj7gPoPiv2/Btvl3PnzhEZGYmrqysLFy6kXr16CDDSYiF/uQDO5A9DNOGo13XqrfSnSfkxXFIX2KDppj+rtFVJMgP7r+Hg4MDYsWNtGxBPnjzhzJkz+kPujz+iiaCdOQPbt/MzP3NcjnOd6xSneJy+/PCzBQrxRY/+WJe6emATDZrSNE6bbnRjDGPoofVgKUvjnD/PecYxjhPWo1CzJnz3HTRsCFevJvOVeD22b9/+xgShatWq4enpidVqZevWrW9kjKSQOXNmatfWBeAVK1bg7e2dwjOyY+fdxC4I2bGTAGFhYURE6CYjFSpUwC2xyRqTCRFh3bp1nDlzBoA6derE0Qa9CqUUZ8+eZeHChfj5+aFpGnnz5mXlypWUSkLeFX9/f2bMmIFSCpPJRJ8+fciQ4c3mrilAAf7iL+Yyl1QkIJDcvg0//QT/0kH5ClfIRS7SkIbFl6ay/8kTnkZE4LZp07/q107S2LlzJ6GhoWiaRrp06fjtt99o3rw5AOZDZgyR0T9ZGnw3CtwDFaP5yhZlLq/kJStxk996480kJrGb3W9rKYlj4kRwdoZq1SARwQ9A9+mbP38+Tk5OBAcH07FjRw4dOgTRD73i5gZly6KhUYYyZCZzvP18zdc0i351pCM5yEFrWjOf+RyRI3zFV3HaeKM/TGui4YNPrHMhhFCVqoxhDNWNtXhi8gcRNKUghXPrFC9e/I1r8x0cHChWrBgAN2/eJDAw8I2Olxierdnf39/2O2LHjp3Y2AUhO3ZeQERQSjFjhp68r2jRokydOvWtm8VFRkYyefJkoqKibNogZ+d4s5TEi9ls5rPPPqNp06b4+/ujaRrDhw9n9+7dSRKCIiIi+PLLL7l9+zYAHTp0oG/fvklczRvAaoVq1dA+/xyqV4dobdfrMIc53OMegQQyz3kq+ZTCFUjzyy/JN187CfLMJO5qtOYgX758uLi44OXlxbx588ibNy/cAVVVge4iRMlzBlas6cA64188i87el74MZjDzmEcUepjqyUwmG9kYpg2jLnUTFWnurfHVV2hmM9rBg5AELUK2bNlswU0ePHjA5s2bkb/+QrZv16PSJcKvLStZWRv9ms987nOfAALoSU8CCYw35P1MZlKZynSgA73pHevcWc4SrAWDBhFaBP6zfoCyZZEvvtDDhqcgLVq0eOMmrs7OzjRtqmvRDh06ZEtzkJJ06tSJ1KlTYzab2bhxY0pPx46ddxK7IGTHzgv4+PjQvHlztm3bBuiOsG/bROpFbVDdunVt9t6JISIigjVr1jBv3jweP34M6D5BAwcOJFu2uEklX8aJEyf4448/UErh4uLC4MGDUyShbByiovRwvYBmsUB0PiSAf/iHucxNtG9RJSohCI23QNc/3G2JSiOiIy/ZeXOICD/++CMVKlRg9erVANSrVw8vLy8AvLy8+P777/H09IQTQAHI8VEOht35k8qlvyat6NHE0kgahmvDmaXNorfWmwY0wAsvhjEMpSk8A2BPTSiRoS4sjWvWlWxYrdC1K3h5wTffvLhY2LgR/vxTv38rVtQPOzlBEvzt0qdPz4oVKyhSpAgAixYt4sipU0idOpAly6uniJXlLGc2s5nJTO6gJ7BFAwsWxjM+3nblKc8BDrCYxbjjbjseTDCNpEl05wYYO5qovEPg2DEejxtIRa0SmcnMBt7R6GWBgbpfV4YMsGTJa3eTM2dOXFxcUEpx+fLl5Jvfa+Ll5YXxWdAOO3bsxI/8PyUwMFAACQgIEKWUvdhLosvGjRsF3dhGAPntt9/EarW+1TmEhoZK+fLlBRCDwSBbt25NdFur1SoTJ04Uo9EogBiNRhkxYoTcvHkzyfMICwuTdu3aCSAmk0m+/vpriYiISPH3SCklj9Qjmbe7q1yun1PUwIGiLBZRSsk/6h/RlCYIUlvVTnR/V//8WkR/VJXlIC0dHOTGlSspvs7/7+XBgweSLVs22+fNZDLJjBkzYtWxWq1y7tw5ad68eazPZvPmzeWe5Z6ssK6QzqqzoIhdnnv1ma2/twpEZc0a71ysyiqfqk8lvUovI9XI11vTwYO2+0hA1PO/QfPmxRz/5BNRISGi1qwRdfXqa421oUYN8QaZB5InZ07x9vZ+af2D6qDkVXklk8oU69q4KJdY//9MfZao8a+oKzJPzZOj6mis9p6lboi/v17nR/Wj7f0oooqkyD129epVcXR0lLRp08q5c+fifp/PmRNzb2TOHOucRVmkt+ot6VV6GafGvXSckJAQyZEjhwDSoUOHFP9sPX36VNKmTSuA9O/f/63/jtmLvaRkCQgIEEACAwNfKi/YNUJ27LyEqVOn0qpVq7caMttisfDzzz/btEH16tWzhUJNDL6+vsyaNcsWbrtOnToMGTKEDLkysJzlnCHxtuLHjx9n/Xo99G6hQoUYOHAgjkmNfPUGsGChEpXoWesPymx9gvfUkRBtuniFK4gmIHCJS4nuM9+lKMRgQIBMwN9Gox7ty84bQ0S4cuWKTWvZp08f/vnnH3r16hWrnqZpFC1alFGjRlGvXj1SR+er2fZ4G0XuF+E7y3e0pKVNq4Gm5+MBcBRHfpFfGFlsMSdLw8q2EF4xfu3LVa4yRZvCE+0J32vfc5/78dZ7KblyIa563iLJlQue9y28dEm/xzQNLlzQo7y1bAmJyOEVh9BQmu7fT0bgQyDHo0c208KE+JqvuclN3dfnuSBi4Vo4f8qf/CA/sFbW8j3fv3J4H3woQxl6aj1pQxu+kC/IYs1Oy3Nfcm59bjw99XolKGF7T8pQJunrTEZ8fX3p3LkzoaGhBBLIUpZyhStQrBiiRRsDli4dq80pTvGb9htPtCeM1kbjj3+C/RuNRnLnzg3olgW2iH4phIODgy3Z9YYNG94Jcz07dt417IKQHTsvoXDhwqRJk+atjhkeHs4vv/yC2WzGaDQyZMgQXKMfrF5FREQEP/zwgy1PUOfOndmwYQPp06enDW34QPuAspTlJCcT1dfUqVOJiIjAZDIxYMCAt34tEiKMMO5od/S/tbBYkcLa0IbG0pisZOVnfk58p/36QblyBKRJwxdApkyZkuSTZSfpfP/993Ts2BGz2Uzq1KkZNGgQ5cuXT9D0skKFCmzbto2ff9bf14jhEQRnC+a08TSLvRfjJbo5nau44kaMAOKGG/er5KD8CY32K6Dj8vjNhTKSEQ/xACCtpMULr6QvKlMmOHUK+f13OHw4Jp8Q6OG1y5SBPHmgcmU9uWrv3rGTsSYWZ2eIfsiNAK6ZzXTu3JmjR4/GW12heMITfZNAg0xkIr2kx0u8GHq/Ax/sSM9wGYY//hSmMH3p+9JktXe4Q6gWCsBd7S5DGcp9wx3WFPuG561vG9KQfbKPxbKY3/gt6etMBlxcXMiYUReMHz58iNVqpQ516KR1ohSluFkpAxFH9tLhZiUKbbjGOtbZ2mYjG66if/9mkSyxTAJfxMnJiQ4dOgCwd+9em19lSpEqVSpatdLDqD958oTIyMgUnY8dO+8kb8dQ7e1jN42zl9ctz0zjPDw85OjRo291bLPZLD/++KM4OjqKpmnSq1cvCQ4OTlTbsLAw+fTTT8VgMAgg7u7ucuLECdv5dCqdzXRlvpr/yv72798vjo6OAkjRokXF398/xd+b58tYNVbSqDTSRXWRKBWVbP2OGzfOZkqS0mucoWZIYVVYvlRfilX9/zJruXXrlmTNmtVm5laqVCkJCgpKVFtfX1+ZN2+eOE1xst3TxuFG0ay6SSQKm3nks1c1Vc32dzqVLsG+r6qrMlPNlJvq5ptbv9UqyslJ1DMzuc2bX6+fBw8kdPJkaZ43r+06tmjRQkJDQ+PUPagO2tavKU2CVPS1nj9fBOS3nkiRx+nFoAy2etvUtgTHtiiLdFVdJY1KI2PUmCTP/Ya6IRvUBglTYW/lftu1a5c4OjqKg4ODzJs/T4zKaFvnJrVJ/lR/2u6dDCpDrLYX1UWZpWbJPXXvleOsXr1anJycxGAwyJkzZ97K2l5Wzp07J2nSpBFnZ2e5ceNGis/HXuzlbRW7aZwdO6+BiPDnn3pG9dKlS1P2LTvL//nnn4wePRqz2YyjoyOff/55osJ2h4eHM2rUKKZOnWoLcT1gwACKFi1qq/M93+MhHlSVqroZEXCa09SgBu2kLcGHtsG5c4C+a9q1a1fMZjMmk4lBgwbh4eGR6HUIwmEOJ9oMz4yZPvShIhXZzvZEtRnNaHzxZSELMRKz636Tm+xiFxZeY5f9HSKAAD7mYy5plxivjecc51J6SslKWFgYPtHBLvr168eqVasSHaI+TZo0dO/enT9z/UnWUVmhLVjrWRFDtL2XBu1pj4M42DyKbhIdVTCevJI++LCNbYQRRj7y0Y9+5CLXv19kQmgal2pn4kA1UAYNsmdPuK4IjB8PZcvCvHmxz2XOjPMnn/DtunUULFgQgPXr1zNx4sQ43WQms3490LVBzkRrOw8fJsRdo++vcDH9E5SmAD2RcTYSDqxiwMACFuCLL2MYk4TFw3WuU5SiNNOa0ZzmSWr7uuTOnRuDwUBUVBQnj59kvBqPu7jTWBpThzox77cGuckdq20hCtGXvvGGZn+RJk2a2ALSPHwugEtKkS1bNhwdHVFK2U3j7NiJB7sgZMfOcxw5coS///47xca/ffs2ZrMZTdP44IMPbOYcr2LChAlMnToVEcFkMjF06FDGjh0by5+nJz0JIID97McT3YD/Uz7lIAfJ+9NqPKo2QitZEvOyZUyZMsVm1lGwYEE6dOiQJD+pn/mZKloVSmulqUhFW/6RhFjNauZqcznGMT7kw0SP8yKnOU1hClNPqxcnvO8zAghgLnM5wYnXHudt4IILaUgDAg7iQFrSpvSUkhVvb29EhPTp0zNo0CDy5MmTpHtM0zRaNWvFuWHnqJ2rNtSPOWd4YqDyrMpctlymAAVwx52e9NTboZGXvOxnPxYsPOEJRSlKI60RcyYXgqpVYMGCZF5tbHayk+Kb71JjP4y8/QE8t2ERh/Pn0b76Cu3UKd2M7tq1WKc1TaNIkSIMHz4ck8mEiHD8+HFbDrRn5CQnBzjAT/IT//APJkyc4xznhtTHMW1m0vppIGAUIyNlJNvRk7LWpjaHORzTkQgcPQo3brz2+k9xighNn98//BNz4uRJeD7a2tOn0K4dNGnyr8YDPdJevXr1AFi6dCm9/HsRRBCb2IQTTlShCttkG5NkEutZ/6/GAj0k/G+/pYwpYHyYzWbmz5+f0tOwY+edwy4I2bETjYhw9uxZAgICAGjXrt1bHd9iseDn5wfAe++9x/Tp01+5Qx4eHs7XX3/NvHnzEBEcHBz47LPP+OabbxIV1CAzmRGEOjujN841jSerVzNlyhREhDRp0rBo0SLc3RO2i4+PXeyy7cQf4xjf8u1L6z9zbNfQyESmJI31PAc5SJSm549ZzWoa0IC97LWdDyaY3OSmj9aH8lp5lrM8VvuQkBA2vSNJVJ1w4gAHGMc49rM/UbvR/xUiIiKYOHEiVqsVFxcXcubM+Vr9aJpG6tSpmfLllOdiyYGqrBg+ZDh/LPqDxZbFBBLIWMayTtbxGZ9xlrPU1GryAR9wQc7z4UQ/DlWCwZ/dh0OHoVcviP4sJgkRPcFv3bqwbl3M8fBwOHQIQnWfmn3s0xVTAjuyvSLMcpo0iKbFKLLiyW2laRqdO3emT58+AGzatInRo0fHEYbKU57P+Ixc5GIBCyiplaRkgTYsufUtB9Jd5ku+pDGNOctZDnCA37Tf2Mc+evFc8IqvvkKrVAkKFYK9e2P1v4hF1KUus5n90iU1pCHlpBxGMTKa0frBKVPQypXThcK//tKP/fQTrFkD27bB559jwcIRjuDHK96bwEDdP+s5nxhXV1fKli37UmG7LnWpQY1Y2mSJzitnfa4oJYjEo1oEWzJggKCgYELDwqLbKEQSbvdsLBGJNZY1ut3rYjQabfOxY8dOXOyCkB070QQFBTF16lRAT6L6tqPFLV261LaDmDdv3lcKQUePHqVt27aMGzeOe/fuAXrUrbFjxyY6z89sZutCyieDwMUF5elJ38OHsVgsmEwmevXqRdGiRZN8HQYyEBMxEddepc2oQx1WySq+4iv+4q8kjfU8rWhFXsmLQQyEaCHsZCcd6Wg7f4UrBGoxGd9fzGvy+PHjdyL/xzMKUYgv+IIKVEjpqSQrV69eteXp8vLy+tefs+IexVkoCykRVILyM8uj3dSIrBDJ2C5jKe9QnhaHWxAVFUVmMrODHYRrelbWrWylygknJgyHikees5pzcQEnJ1v/m9lMU5oyhSkvn8jx43qC3927oUMH/UHcYoGKFdGqVoX8+aFRIzov1shIRhxxZChDX95ntmx6ZLlnZMgQbzUHBwcqVKiAyWRCKcWUKVMSjCJ3neusYx2aaGiisZ3t5Cc/rriyiU1sYQsrWQnomxPpeO5BevNm/TopBbt22Q4/4Qk96MFudtNf688tbiW4JA88OMpRIomkDW1oS1v655tMyLOYMNujzWPTptXHEYG0aXmf96msVaYABXhEbDOvQAI5zWmsAb5QtChalSpQp47eNpoPP/wQV1dXQkJC4tX8f8qnlNfKk5e8nOUsIsLNu0/4ZOwSOn86h86fzqHb0Lks3XAYq1XFaf9sM6rHh33BKSM7Tzymff9pdBn8G599t4JVm49x/5EfVmv8wo1SwubdZ+k+dK5tvI++/IMzl+69tjDk5uZG9+7dAf03zmw2v1Y/duz8f8UeG9aOHcBqtfLxxx/bHoILFy6caLO05MBisXDkyBEiIyPRNE1PHvkKxo4dy5YtWwD9IahPnz4MGDAgXiHIgoWxjOUa1/iCLyhOcQA88eRzPoemQOBEzp07x9/lywP6NRgzZsxrJU9tSEOe8pRf+AUnnBjIwFe2aRX9+jdkIhNXucp2ttOIRmhoNjNAgJKUpJgU47x2HqMY6U//WO0XLVpEQEAAjo6ONG7c+F/NxU7CPNv5NplMDBkyBKfnhI7XpYvWhS4eXQjqHES/A/1YVmwZGAGBjQ4bmTJlCrOGzOK28batzVCG4ujupYezBj3UdZ8+8MEHtrDXZsy0oQ0RRLBF28IDecAEJsQ/CXf32H0ZjfDgAdr58wBo3t6ItzcFtm3jbqlTXCyqm+m9kj/+gKlT9UhxAxP+LHXo0IHz588zZcoUlFL4+8cN9TyXufTR+qCJhiOOGDHaND6eeCKaoIlGPvIxRIZwgxsMYEBMB598Aj17Qpo0+nWKxjH6FUkkRjHG+CC9BAMGBjCAnexE3hNyfGrk81/cIPrBnSFDdIE0NBT5ZBBb0KNW+ml+HJNjNv+iRzyiBCXw1Xz58lxNxkX75miHDiFBQTyL5W2IDrFvNpvj3fB4Fi0uQotgj+yhqCrG7sOXWbDqAKHhugChAd5PAqlTuTCZ0nvahHhdcyScOH+bFbsfQMZ6iGZi876rtnYzTEZKFM7GVwNb0KhWcUxGQ6z2gcFhLFp7kJWbj9sEH0cHE9kze1EkfxYcHZL+yKZpmm2M9evXc+fOHfLnz5/kfuzY+f/KG9EIPXjwgM6dO5M2bVpcXFwoXrw4x48ft50XEb766isyZ86Mi4sL9erV49oLds9+fn506tQJDw8PUqdOTc+ePQkJCXkT07Vjh6NHj7J582ZEBGdnZ4YOfcUubTLz9OlTlkRnNG/UqBGDBw9+af2TJ09yPvrhqmDBgsydO5fJkydTqFCheOsvYxnfat+yilV0olO8dcxKsWbdOpRSpEuXjt9//x0XF5fXXpMHHoxilP6wydvLPaSh0YAG/CF/8AmfxNL6LGUpRSnKSllJKKFUoUqstkop8ARDDgMlS5Z8a3P+XyVHjhzJrnn18PBg9uzZjC4wGodwB1DALzBq1Ci8b3pjiP7ZmypTuc1tmhYaSod7Vdk/pbVu6jVxoh6YIBoDhlj37yRtUmyfmecpXFg3iRs0CHbu1PNQ5ciBNG6M1QDX8mtEOYAYDAx1GkUprRT5yc8Tnrx8UW5uMGqULhi8ZGPC0dGRr7/+mhw5cqCUom/fvty9ezdWnbWstam+utAFX3ypRS0A+tCHyTKZ4QxnDnPoTnfGMS62uWrXrhAUBA8f6uZx0XjiyQ52MJCB/M3fZCbzS5d0nev0oAd30MPgC4LrmB/xeXKep+Vy6ZUcHODTT+GLL9DcU9k2LgpKQWpS09bXIQ7hq/kC8HP5A0gZPV+RdOxoE4IAPD09qV69euyJiMCtWxAWxiAGoYlGRslIc2lOYHAYOw5csAlB+jzhwrUHnLpwJ07cjXNX7vPJ10vYfeQmGGLeJ013vyLKYuXEuTsM/2EFB09cj3NNrt7y4diZW7G0P+YoC7sOXuKx7+vnJHJzc8NoNBIVFWXbPLNjx45OsgtC/v7+VK1aFQcHB7Zs2cLFixeZNGlSrPwjP/30E9OmTWP27NkcOXIENzc3GjZsGMueuVOnTly4cIHt27ezceNG9u3bZ7N/tmMnORERTp06Zds9/fbbbylXrtxbG99qtbJp0yZCQ0PRNI1KlSolGKEtMjKSn3/+mXbt2tnM4caMGUPnzp1fqrl5/kEuIaHkwoULfP+9nkjR09OTYsWKJcsDqn/0Kz5Oc5oP+ZCZzETiC+f1L+hMZyYxCUcc6Uc/BjKQ7lp3VrCCLnSJN0fKo8yP4AFEXItgnvu8eHq1kxyERvvKaJqG0Rh/Tp9/g4eHB2PbjOWhekiH/h1ItSYVVquViMYR5Pk7D9Mt01nJSv7gD7ZoW1iR5QDvDdyKtXTcRKsmTGxjG044oYn+eXDgJVrSZs3g55+hVCmiF4ls3EC98CoUuCqUvZWG8HVLmZFvKwDemjcHOZiodVmxcpe7KOKaZWG1wvff4zxoEIWi/QOvXr3KzZs3Y1XrQQ+MGHHCiS50wYkYbZwRI5/yKd/xXWxzuBdxcYk32XAVqjCFKZQNrIOv78vX0oMeLGIRV7Wr1KEO3/M9Xg4ZyOqQi6xkZQ1r4nxvTGMaT+Up5zkfS9Nbi1rkFj3SWxfn3nD0KPLkCURHAH2Gu7s7xYoViz2RAQPQ8uaFPHkY+vADfPHlLnfJSU6u3PTmyGn9+rm6OJIhbSoA/PxD2fHPRSIjo2zdhIWbWbTmICcv3NEFGRGICqRIVgsTRranQ7OKpHLXtWQ37jxm/sr9BIdG2Cz3zFFW9h65wgOfAADSebnj7qq/NxeuRgter2ke16FDBzJmzIhSimPHjr1WH3bs/H8l2QWhH3/8kezZszN//nwqVKhA7ty5adCgAXnz6up/EWHKlCl8+eWXtGjRghIlSvDHH3/w8OFD1kU7l166dIm///6buXPnUrFiRapVq8b06dNZtmzZOxGO0s7/L6Kiopg5cyYARYoUoUOHDm/k4Swhbt68ydChQ4mKisLDw4MePXrEWy8yMpIvvviC4cOH2x5u8uXLR6lSpV4psLShDRNlIr3oxTKWxVtn27ZtWFwsGFIZaNSoEaZ4HnSSyiY2kZGMZCITm9kc53wLWvAHf/Cx9rEeYCG58fOjl/qQucxlBjNsh6NzyMfhSuErEK0EW+m2MvnnYweA6dOn69q3N0xa97TMnzqfdevWkTlzZrgJd1ve5dyAc0SExw4koKERRBChhMbppwIV2Mc+etCDhbKQsiQtrL635sMeR13YOZ/Vn4tud+hMZwBySA6qU/1lzQHdvLUGNcil5aI2tdnLXvrSNyb556JFaF98gWHBApY5OpI+fXoApk2bFqufNrThMY/xwSdR4yaVAwcgc2bImBGWLk243vOfwba0ZQQjWMlKFAoLFtrSloxkZCMbAQgnnAAC8MIrVrh8AC+8uMxlHspDZjITDAbdv+glHDx4kCdPnsAff3ClAAwY85jZ97/EE09MYiLKogsmDx8HAFCycHY+aF4JB5PRdu7eQz+bmefDxwHsPXKFKIu+wWLSIsHvCFndnjCwWx1mftOZT3vUp2ntkgzp1YiGNYrb5iIiPPUPZsc/FzFHWXAwGWndsBzlS+rCnX9gGNv3XyA84vX8e1xcXKhVq9ZrtbVj5/87yS4IrV+/nnLlytG2bVsyZMhA6dKlY4WQvHXrFt7e3rYwlqDvPlesWJFDhw4BcOjQIVKnTh1rV75evXoYDAaOHDkS77iRkZEEBQXFKnbsJAYRsWXcLlGihP7A9BaZNWsWQUFBaJpGzZo1Y2lPn5/j5s2bmTp1KlarFaPRSNeuXVmxYoUtf0hCKBSzmMUDHvAlX5KPfPqJkBCI0nc079+/z/S708EX5LHQ7KdmySIMLmYxVqxYsLCYxXHOW7DYNEHJnvdn8mS0dOmwHNwH6A9enaUzHenIBjbgQlyzvwKXC0D083FHa8c45+0kD88+b87Ozm88IImTkxO1atXiyy+/xGAwYDabmTNnDiFtQng/8H2aqqbUoAaFKUwGMpCRjPFqaMpTnrnMpQtdEj32M1Oxa1yjeoD+4FvkAhRtOpz517/gptzkClfwwuuVfV3jGoc0/Tdyv7afxjRmLnNpTWtucEMPyhCNm5MTWbPqUQYvXLhg0x4/Iw1pSEWqRK8jKSxbpseIUOrlUcgXsIBudGOMjKEHsTd/nmU6tWLlT/7kNKfJRCbSkY6FLIy3PwccyEQmQgnFzKsFhj179uhCYqdOtFwHv/aF/hUX8Dd6EAVf/xB2HbxEVJQVB5ORKmXy8V6dkmRMp2vrb9x9wqGTN1BK//569DiAR9FCE0AaNwGzL3t27+LMmTN4ergyasB7LP/lI8Z/1ooOzSrg4e6im82JcO7Sfc5d1t+nNJ5uNK5dnDpVCuPoaMKqFPuOXuVutOCVVBwdHalcuTKgb/xZrXG14Xbs/K+S7ILQzZs3mTVrFvnz52fr1q189NFHDBo0iIUL9S8vb289n8iLjugZM2a0nfP29ibDC5FxTCYTXl5etjov8v333+Pp6Wkr2V+WoM6Onec4f/48AQEBGAwGBr7EEflNoJQiOFi3/c6YMSOzZs2KEy3ObDYzd+5cRowYYROChg4dypw5cxKlDVrOcgZqA5nK1Bj/oNmzIXVqPZHjjRu6trXxQzCBOAqrnFcly/re531AF0Ke/f08a1lLW9ryk/xEAxoky5gARETA9OkAzO0WRcdLpfiMz/iN31jEIupQx1b1GMf4jM/YxS6yPMwC2aDnuJ6Mch6VfPOxEy/9+/d/rWAcSUXTNLp06cLYsWPJlEn3d7m85TK7cu8i9Xep2c9+jnAEK1bCCONP/nxFjy9BBMLDecQjmtCEmcykIQ1ZW/gKFwvBydLgEgGaOYpc5IplmvYy8pKXYqKbdRWTYlix6uKCJvqDf7duyKhRerS6hQv5+OOPAbh27RqLFy9+aw+/LVroChnQaNMm4Xp5yMM85jGGMbYIk0c5GquOIDSlKctYRgghKBS/8mv8HYqwKOp3UpOaLGThAhfirVa+fHkcHR0REd0cf/ZsIvJlRQz692g4ekTBs5fvcyZaMHF3c6ZS6bwUzpeFwvmyABASGsH2fy4QEqabtwUGhxMS9ly4bmcTmiZERUVhsVjQNA1HBxMuzg4YDVqs7+2IyCh2HryIb4CujcyVPR3FC2ajcul8eHnqvwe37j3h0Mnr/yqUNsDGjRu5fj2uf5IdO/+rJLsgpJSiTJkyfPfdd5QuXZo+ffrQu3dvZs9+eV6Bf8vIkSMJDAy0lRd3wOzYiQ+LxcKvv/6Kb7RBu6ur6ytaJC+3bt1i9erVgB7a9cUNArPZzOjRoxkwYIDtx6tatWpxkqW+jGCC4/49ZQr+nopxfR7zy6mBzJ03F9YDmv7Q+J723r9fHLrJyy1ucZObtCHuU1EFKrCMZXzGZwmaqyWZiRPB3V3PJQLkfuTMH+Z5/MiPcR46QwmlDnX4mZ9pRCOCPILAHzz84/fRspO8uLq6vrUQ9e7u7owaNYrFixeTJUsWNE0jICCAxWsXI1r0w2X0VBrRiJOcZBSjbNqhq1zlS75kK1sTHiQ8HKpWRXNzw+3jEVg0XeMZhRlljaLQFXCKAvn6ayhSJEnzd8SRYxzjlJziOMdZyUre4z1my2wKU1gPLDB+PPz5J1qhQpQsWZK00eZhX3/9NQcPJuCHlMwCUv36cOcOXL8u9I4/p3GCNKQhz38NaGic5SyNaaybw2nEu6HiG3QLn9JZmH66F1as+OPPUuK3y6tZsybOzs44OjpSpkwZ0DSWmVbTnOaMltG0kBZEREax48BF/Pz1AE1ZM6YmV7Z0mEwGShfJgcGgoZRw9MxNrt3yAcDRwYjJFKNFL1++PNmyZgP03xkR4ea9Jxw/e5uAoDAsFqvNrO6+tz+7D13GalUYDBpF82fB2dmBzBk8yZNDN3EMCYtg+/4LBIVE8DoYjUY0TSMyMhKLJZm173bs/IdJdkEoc+bMFHnhC75w4cK2yDXPduN8fHxi1fHx8bGdy5QpE48fP451/lmyyWd1XsTJyQkPD49YxY6dVxEREWHLZ5InTx7bg8Pb4pdffrElcPXw8LCFd4UYIejnn3/GYrFgMBho1aoVEydOTFK44W50Y6AMpBGN+J3f9YPNmtHjd/h6LAxq+zdXK1yFudBqVCuuqqu2sLTJQY7o18tI1kAJP/2EphRaQAAyejTcvAkJRIAzYyaccATBolm4cDv+XWQ7yYe3tze3b99OkbE1TaNWrVocPXqU0aNH62awJ4GpxDyAa3oUsprU5Ed+pA518Mab2tTme76nCU04z/n4Bzh8GO2wHlHOc+afzA2dTj3qsZA/SDd1MdSrh8yYAV99BcA97jGe8QkLV892/w8dgrFjcbp4g5KUxBFHmtOc9aynD/EHESpdujQtW7ZE0zTMZjOTJk0iVEKZzGTmMQ8lVujYEc3BAdq21W3ZkoksWcCa5xrf8A372PfSusEEM5GJLGQh85nPFtlCM5phwICGhh9+1KQmN7jBOTnHMIbFXJ7o742ZO1uT6awPzTYCmh7prx71EhhRx9nZmTp1dM1wBSqwlrWMZSwGDDzwCWDvkctYo83ert7yoXnvqZRrNpY5y/bazOEePPJn75ErWK2KDGk9SZcmJvH0E/8woqz6TTVt2jQiIqNYuOoATXtOoX6Xifz06xae+AZHC1S3uHZbfyZSSli15TgVW4yjfpeJnDwfHVVP4MiZm1y95f1aWqE2bdrYzCXtpnF27MSQ7IJQ1apVuXLlSqxjV69etWUOz507N5kyZWLnzp2280FBQRw5csRmw1q5cmUCAgI4ceKErc6uXbtQSlGxYsXknrKd/2FWr17Nw4cP0TSNDz/8kGzZsr21sf39/Tl16hSgm8V17BjjkxKfEDR48GD+/PNPypZNmqO2E05MZSob2UgpSukHf/oJn3pF9biuCsgA6dOnZ2SrkeQ1JCKvyXMEEsjP/BzjtJ0EvPGmGMVwwy1B2/8k00A3sRMnJ2jXDhLYPAHdV2I+86lOdQYHD6b22d2YgX6rVunmdXb+NSKCxWIhKiqKqKgohg0bxunTp1NsPpqmkSVLFsaMGcPSpUv1zbWvsfmGIeAv/oRqobrZmWamJz15xCObKZov0SHR/Pxg8mTYqDv0U6wY4qX7+0RWKUeUi5GOdKQDHXSTtW3b4KOPbHNpQAPGMIbGWmOOE5NigvBwqF1bz6EzdCjUqgXffAPVqyd4Xz7kIROYwG52A3rOnMmTJ1O8uO6bdOXKFfqF9WMYw+it9WbRrW/QlumBU7TVq+GFFBZJIYoofuM35jEPCxasWKlBDcYylrrU5ToJm2J9xEeMYAQ9tB78zu80pCGzmU1LWtKc5nzDNwBkJztFKWprN4MZuOBCWcqypfxTglLB6HGwcUBOrnLVFhI8Kfjjz2QmM9v7D5tgAnoI60ePA7nv7U9AUJjteIQ5iu0HLuAXGEq2zGkoWiArzxScpy7cxc+cBgzOPH4awLb9F1i24ShP/YI5ef4OW/efxxxlITg0gh0HLsQyqwsOieC+tz8PfQKIeC4y3aPHAew5fBlLPMlcX4Wbmxsmkwmr1WoLDmTHjp03kFB18ODBVKlShe+++4527dpx9OhR5syZw5w5cwD9R+jTTz9l/Pjx5M+fn9y5czN69GiyZMlCy+js2YULF6ZRo0Y2k7qoqCg+/vhjOnToQJYsWZJ7ynb+RzGbzRw5cgSLxYKDgwMtWrR4q+OPHTuWffv03dJevXqROXNmRISLFy/y66+/Mnv2bJsQNGTIEL755hucnV+dpDBRaBoz3BbSI6AH5zadg1/hp+k/6aYiSaQLXfTIThqslbW0IPHXcQUruKhdBGCsjKUb3ZI8fhwWLEB694bcuSHHyzVRoM+/Ix3JEJWGpwesGIAC9+4h+/frdj52/hWPHj2iW7du3L9/H8D2r4eHB7ly5UqxeWmaRvXq1Vm6dCkffPAB3tW9YTbwCIyPjPCcWdcWLSb3SkfpSA1q6P9p2xZ270YDZOtW/X65dAk5e5Yva25iotYfNHgiT2JpMp7xTLgCiNq1FS4ehk6ddM3S3r0AyJQpaNEaAAkM1AWhBw9g/Xp9vOhw0PWpzyUuoaFxghOUohTu7u4MGTKE7t27c+XKFfwv+aOV09BE41qWUCRnTrQ7d5Bs2XR/wddkHOMYr40H4KE8ZDjDecpTPeCBZuWxPI4J0vICD3gAgEEMtr8zk5lVvNxP8Wu+xqyZOcUpyAYFL0O5y24srXoSN+IGnEkM7WnPDm0HVAJK14N92TAYNBxMsQPHWK0Ki1UhoucOOnvpHrUrF+KD5hU5eOIaj32DdRM2l8KQORdH7zvTY9g8mxDl5upEy/qlyZjek7OX7nHwOd8fk9GA0Rh7jzoqyooSISLSws6Dl+jaqiqZ0r866fbzPJ9Y1c9PD7rwtsxS7dh5l0l2jVD58uVZu3YtS5cupVixYowbN44pU6bQqVNMEsfhw4czcOBA+vTpQ/ny5QkJCeHvv/+O9ZC3ePFiChUqRN26dWnSpAnVqlWzCVN27PxbRIQ///yTuXPnAtC4cWNy58791sYPCgqy7Yq7urpStmxZjEYjQUFBtG3bll9++SWWJihZhaBoylCGSccnQRfwcvR67bxBt7il+/cItuSIiaU85TGI/jWUHKF8d7ObuaYFhNYsl6AQJAh96IMnnnx2pRksX45ZReDvGUKBq5D5IWxr4pBkHw47cRERzpw5w86dO7ly5QpXrlyx5RDKkiULVapUeUUPb5ZnkRqXLl1K7VS1oRzQDOYOmYtLWNyogu7izkQm2vzZQm6ftxl1ht25pP+RPj3Urctt030MGDCIIcHPxfzgaZR6mo2Jf9WgSr3RaIMGwfvv65qlZ/6KZcsiY8YgxYvDjBm6lqhSJbShQ6FSJXiiJ2O9i25+Lppwn/u29RUtWtRm8uvytQtlosrQiEYMch4OJ08iGzfC6dOQGP/IyEho3hzSpIEpU2yH73IXg8Ss1QEHPc+Ppgs4toSs+/bBb79BcIzf4mQmU5GKvMd7fMzHr55DNFWpqv8hgAbemeHv2pFkc8zDJCbF2+Ye95jvMp/wb8MJuhtEL89eRBGjcbnNbWw2kln1+7Re1SLsXfY5xzeM4fiGMRxd9xVfDWqOk6O+j/zUL4TtBy5gsSoa1SzOx93qkSY6wAEGEzi4E2FxsAlBTo4mWjcqywfNKyEiHDh+jXsP/QBwcXZk9KDmHP3rK9t4e5Z9TsOaMbmPzly8y+mLd5NsHufo6EivXr0A2LFjB1evXk1Sezt2/t8i/08JDAwUQAICAkQpZS/2EqsEBQVJ8eLFBRCDwSDjxo17q+OvXr1aDAaDADJ69GixWCwSHh4uQ4cOFZPJJIDkzJlTRo8eLWFhYfH2cUgdkjwqj5RQJeS6up7kOVitVmnVqpUAUqlSJbFara+1ll1qlxRTxaSFaiEBKumft3PqnGxQGyRSRSa6zRg1RtKpdNJH9RGLsohSSrYGrnoWdVdaPKiQYNvz6rytHoLcz4KoceMk98XcgkJQSPmgEil+j/5/KFarVZo3by6AeHl5SdOmTSVDhgwCSKFChSQyMvHv+ZsuwcHB0qtXL0F/tBaHTA6S4/cc+j0R/Vqv1sdq0/Hv9HK2KLK8LTInZEqscxfUBamoKkoNVUNuq9vxj1u6tAiI0jT9XxCVNat+7uZNUWvWiAoKit3G2/tZuk69zblzMk1Nk1QqlaRSqaSH6iFmZY71HixYsMC2rk2bNiX92qhgWaAWyIUNP9nGtTqYJLclp5RSpWSn2imVVWWpqqrKdXVdwlSYGJTBdt32qX2idu+OmXOjRq/9Pj1RT6S6qi5ZVBZprprbxtCUZvvbqIwSpaJitYtUkVL+Zno5WQq5kQup/I9ed4faYauzJepvyeyXS0xbc4uxWBdxK9JXvp+xQcxRMX1ZrVY5cvqG5K81Qkx5PxSHfD2l0vvj5PptH7FarRIcEi4rNh6RFr2mSp4aw8SYp5uQs6ukLvGRVGz5jfwwa5M8euwvVqtVHj32l2Y9p4hDvp5iyvuh5K05XA6euBbruzjSHCU/z9sq7kX7iSnvh+JcsLcM+265hIcn/bMzZ84cAUTTNDl16lSKf+bsxV7eZAkICBBAAgMDXyov2AUhe/mfLGfOnJHUqVMLIC1btkxQ2HhTpU2bNgKIi4uLrFu3ziYEGY1GAcTJyUkOHjz40j6aqCaiKU0MyiCD1KAkz+Gff/4Rd3f31xaEVqvVklPllKaqqQSpoCSP/7rlsXocS5A5qU6KUkqm7m6tH1FI/psOCbb3U36SRqURBMn4CAlz0UR17izN/4h5qOoZ0jPF79H/D8VqtUq5cuUEkOrVq4vVapW1a9e+k4KQUnGFIUC0GZq4BrvKR5aPbEL3s9JCtbA9hO9X++OuX1llo9oom9Vmsap4Pl+urjHCQYUKovLmFbV27avn+v33onLmFDVsmFisUWJSJtu9u1ltjlP/+PHjtu+7qVOnxv9Z37FDH9tiEX/lL4vUIjmvzotSyiZw5L2GWB0dRECulXK3ff90V92lhCohpVQpuaQuiVJKflG/SE6VU/qpfjJfzZdswakl00Mkx01kbc90r/0e/ax+tn3Oc6gcNoGrsqosTspJEKS4Kh6nna/ylQlDEYsBsWrI3w0QJ+UUS0i1WCxy+/4TOXr6hhw5fUOOn70lj30D41yvsPBIOXf5nhyJrnf64h0JDgm31bNarRIaFiHXb3tL4ZJVBce0smjZBnn8NFAsFotYrTH9nH2un7OX70nYCwKO1WqVp37BcvzsLVu9q7e8JSrKkuRrZxeE7OV/qdgFIbsgZC8JlMjISOnTp48A4ujoKPv27Xur4wcGBkrNmjUFkNq1a8v+/fulatWqNiHIaDTKsGHDJDw8/KX9DFfDbQ8/v6pfkzQHq9UqrVu3tj3szZkzJ8mCUDaVzbZbPlfNfWvXL0JFSGaVWRDETbmJj/IRpZT47l4jdbcjOW8h68dXErV1q6iCBUW9956o6O8Bq7LKMDVMsqls0j6gidyvU0hUsWKizp2TEydOiHMjZ3Hp4iJ3H95N8fv0/0N5XhBasGCBWK1WOXbsmGia9k4KQkrpwtDatWulSpUqQrcYgbva7moSERERq274xtUSWCCz+LaoEVdzo5T8oH6wtfdSXvKF+iK2QDRvnqgsWUS1bi3qFZ/3l5WiqqggiINykCvqSrzvQ/Xq1QWQAgUKiI+PT+w6CxbECGQjR0p5Vd7W32V1WXKqnLbP+pLzX4pauFBG+X5kW5uTcoolFL04vrtyj9m6UEiOkPSvvdataqutr9aqtZxQJ2SRWiRBKkguqAuyUC0UX+Ubb9sN81rLgSrI5kbIxJIG2f84rvCanMVisUjp0qUFkG7duqX4vX337l3Jli2bXRCyl/+JYheE7IKQvSRQnjx5Il5eXjbzs4cPH77V8U+cOCGapgkgM2bMkPfff98mkBiNRhk+fPgrhSCllJiVWZaqpbJerY9/t/kl5dHjR5KtZzahKFK8eHF5+vRpktdRR9WxPZDsVXvf6jW8p+7JbDVbLqvLsc/t2SNq/nxRISGiChSIMTmaNk2UUnJanY6lTXqintjaent7i6enp3h4eLz1e+L/a3leENq1a5copWyCUM6cOeX+/fspPseESmhoqJTYVUKwIFgRNiNffPFFbGEoVy5RzwSIX+NuRnRQHWKZ1iHY7tnFarEUVoXlI/VRHDOupJbH6rHMUXPklIr/4dZqtUqnTp1s3zP16tWTvXv3ire3tyil5NDk9rK7liZWDVENG4qjcrTNd5waJyvUCsmkMkkNVUP8lJ8opX//PC/oPXt9p76LM35pVTpWnQaqwb9a7x61R+ar+RKiQpLUbqZ1pm0Ojr+b5NGjR2/0HnpeEKpVq1aK39MRERGSP39+AeTTTz9N8fnYi728yZJYQSjZgyXYsfNfwWAw0Lt37zhJTN80Dx48sP09adIk/vrrLwAKFCjAunXr+OabbxKVJ8iEifa05z3ee2ky0lBC6UxnKlGJf/gHEaG1T2vuz70PZ6Dhtw1Jk+blUZbCCGMrW3nEIwAiiSQTmcghOZgoE5Ml0EFSyEpW+tCHAhSIfaJGDejWTXf8zpfPFm2LPHkAyEAGnEUPOpFW0uKOO3beHP7+/rbgCC9y584dduzY8ZZnlHhcXFz4o9IfpH6aGryB7+Dnn39m9+7dmC9cgN27IW/emE9ePMFWhjKUbOYMaKLXchVX0pEOQehJTy5xiVnaLBrRiIpUZC97X2uu6UhHL3pRkvjzZWmaxuDBgynv5sZeYOCOHbSuWZMOHTowI3AGlQcvp/ZuIdtDA1/9mpEf+IFnUSBGMxoXXGhJS0II4aDvBti2DVOEhe50x0X0oBLuYUYW/liU4Xc7xBl/K1v5RX5hukxnlsxiBStea53BBNOBDoxgBIUohCuJS4B9nOMc4xjztHk2o0dzszefVFTTNLp06fLGx3kdbt26ldJTsGPnncAuCNn5n2P9+vUEBwfj4uJC165d33oI0d9++80W8efmzZsopTCZTHz22Wc0adIER0fHZBtrPespQQmWaEs4ylH60Q8R4YTbCf2BwAARpSJeeg0EoQ51aKw1pihF8cab5SxnibaEe9xjOtOTbb7JyuLFyNSpelSsJk0AyEQmDnGICTKBwxzGCV3gvMhFzpjOpORs/98hIqxYsYJLly7FOu7i4oKnp6etzrtMCecSPPR4yMfff4zxkJGwsDDGNm2KqWRJtLp1IUsWZMoUZMsWpF5dDnM4Vs6csrOOcs/5MZcKCROOtuMwh/FCzzOUBT0VhCYaO7WdHOc4vZ+P2Z3MlC5dmrUFClANaAoMAfbs2cPKRyt1QU3gUUbF+Jx/xMrXgwazmMVsbTYnOUl3uqE1agSNG5OBDPrnaVk5TpZSdBl1CcP47+KMnY509Kc/AxhAX/riweslPJ/LXFaykqMcTXSEuXnMo4JWgYpaRTKS0RYUznjU+PKGyYCmaeTLF3/Y8JTAZDLRrl07AI4cOcK1f5E7yo6d/y/YBSE7/1NYLBaOHTtGVJQeMvVtC0FhYWEEPxc6FrAJQcktlAlCJzpxi5idv6xk5fDhwxi+M0AEuPu4Myxr7Pwmc5hDLWrxO78DYMbMUe0oAAFaALvZTRBBtvrPHujeOTw9YeBAmxD0DAMGWtCCvOiJY9ewhmJaMRqmbUjkR5Hx9WTnNTh06BCjRo0C9GSObm56SOHChQtTs2bNlJxaknB2dubrr7+mTJkyGI1GKiqFUekJLWX/fhg0CBo25Au+oIpWhcIUjtHs7N2LaBoFrmkMnelCMfQwyBoau9nNd3zHt3xrG+tNfpY0TSNLuXJomoYRCIgOxx8xJQIv5RVLq9yOdlSjGgi4iRu96BU9bz28PAD794NSlKAEQ0/XJd81AaUgc+Zkn3tkZBDnDv5KugATounC8/PX6jSnaUxjPuIjIoidcHYPe9BEz53krtypMa8GDALXHonTJiUXoaGhhISEvNUxX8RgMFCwYEEAvL29CQgISNH52LHzLpDsCVXt2HmXuXHjBosXLwagbt26rzQJS2727t3L3r0x5i8ODg4MHTqUsWPH4uDgkOzjpSENYYQhCP3pz1fWr/hk+ieELw+HubB532ayZ4xJpHiPe/TT+oHAPm0fhaQQVajCEBnCZG0yJaQEPeiBWTPTTJpRnvK2h6Rn3OY2wxmOJ55MZKKeT+QdYTrT+UT7BE00qlOdHORAoWxmQKbGZsInWdm0aRM9e/ZM2cn+C+7fv09YWFiS2+XMmTNRZpmvQkQ4e/as7UGrSZMmlCtXDoid2PG/Qpo0adizZw+ff/45a2fM4BOlyAZsLFyYxpGRODk5sZnNIKBQ7GEPNakJH30EmzeD1QqXLul5gM6cgYAAsv/4I5/nGAZnz5I3fyauuj9IVo2QL77c4x4lKIHh2Z7n5MmQPz/Kw4Nb27bBmjUcnXOU6SWmU7V/VcpoekLlQC2Qw3IYNPhIPqIlLVkv69lm3ki7kcsQLQjLiKGYDNH9PmciKHnzJnmut7jFCEaQmtRMYhKpSGU7J6K4Ui87Jf8JJlNGA/MuTMDby0w/+tnq9KY3JzmJIBSjGAMYYDvXj35sYAOC0N63Pd2GdYPc4F7IneuO13Ut0Su4whVccSU7r5909tixYxw7dozatWu/dh/JQaVKlciaNWssE207dv6neeNRC1IIe7AEe3mxmM1m6devny186DfffPNWxrVarXLgwAHp0aOHZM+ePSZPiYODjBw58o1Gzrqirsjn6nNb/pP9+/fbwugWK1YsjrOwj/IRB+Wg5+SIdvKer+aLUnqAgucj1eVT+eIds6VqKQZlEIMyyJfqyxR/358vDVQDW66gZ1GuCqqCtmPV9iIfgwwePDjF55rYEhwcLNevX5cvvvhCevToIT169JAcOXKIyWRKUnF0dJRRo0bJ9evXkxRO/unTp3L9+vVYZc2aNbaAJMWKFZMHDx7EvkdathRAWrduLWazOVmvx5ss4eHhMmjQIDEaDGKKzkE2atQoCQ8Pl7FqrKAQZ+UsZ9SZmHYPH4oyGESBPMqAFDuD5L6BHBpaXVS7dnqgBS8vUffuib/ylwvqQpKDn7xYrqvrkkqlEgT5UH0Yb51ly5ZJqlSpBJBx48aJxWKRj5QeCe75iJD5VX7xU362vEgGqyYOkci0+WVFDRyoByZp316Upumlc+ckz7eZamb7zhijxsQ6FxT0MFbepJO7JsdpX1fVtYXRXqQWxTkfpaIkSkXJ3Xt3xbDPYItehyDfqm9fOrfparogem6iv9XfSV7bjh07xMnJSQDZsWNHktsndzGbzVKkSBEBZOTIkSk+H3uxlzdVEhsswa4RsvM/g4+PD0uWLAEgc+bMtizbb5rLly/ToUMH7t+/bztWsGBBvvjiC9q3b/9GNEHPyE9+viPGZv/WrVu2Xfq+ffvGCRSRnvRsZzv96c9FLoLofkaFKERNamLWzLiJG+GEM4hB8Y75LACBILjh9mYW9pr0pS+72Q2ABQuCkJ70XOEKmoL816A18BfCDW6QmcyJdsh+k1itVry9vTl48CC7d++Ode7OnTvs2rULs9kcx+fGw8ODoKAYM0aDwUDGjBnx9va21XVzcyMiIgKz2cwPP/zApEmTeO+990ifPj3Zs2enf//+zJs3j+vXr8fqt0+fPhw4cIBZs2Zx+vTpOPO1WHRn9CJFipA5AXOp06dPY7VaMZn+Gz9FTk5O/PDDDwDMmDEDZbXy448/EuoWysyRM0GDCIlgF7soTnG9kbMzmEwQFcUHS4Xz0YdbfXGMB5l0EzvNz4/bp/+iTNbR+Gv+9JE+zGb2a83xNKf5iI8I1nQT3NWsZi5z49Rr06YNf/31F0uXLmXChAncuXOH+vXr80PrH/Ax+FCVqviKL53oRB7yEKAFkE2ygaYR5Si47T8J80/qpnA9euBzcC2aZiBD9+5JnvOz7wmFivOd4e6eif3d81F9wXUulXahYMWucdovYhFTmUpOyUlHOsY5b0T3BwrVQlHV9Wv+TIW1mtWMZGSCc1vDGpumbxObaECDJK2tZs2alChRgmPHjiWp3dvg1KlTKT0FO3ZSnP/Gr48dO8mE1WpF07R4hYA3gYjw22+/2YSgIkWK0LNnTxo0aECRIkXeqomQiOg26pmhSNYitG7dOt56NajBNKbRlKYoFN3oxkY2EoXuV1WAAuxmd4IOz1OYQmYy44kngxmc8HwQ7nOfDGSwBS1IKkEEEUEEGciQqPrv8z5++BFOOFOZigEDLWnJ0vsTMS5fybDxFgYBZ9ptZ4o2hUySiVOcSpT5THITGBjI+vXrOXXqFBERESxfvpyQkBCbf9uLODo64uXlRfv27cmRIwcAZcuW5dSpU6honxZXV1datGjBmjVriIzU/aEKFizItm3bWLFiBU+fPiUyMpLVq1cDuuD0999/c/DgQaxWq20sTdOYPn06UVFRNoHneZydnUmXLh358+dnwoQJcc43bNjQFi3xv4azs3MsYchqtTL9+HSUFvOA7SDPbW6kTg1bt8Ly5TgVOwLoD58mj7TQrxVMm47KlZNlNR/hr/kDMJ/5ZCMbn/M5piT+TLehTSy/wP70j7eewWDAw0P/DAcFBTF37lyWLVvG7KjZtG/fnivGKzzhCfvYR4AWAOhR2wYxiBzzdtBt4QW9I0dH1jQIod0dCxoaawil2XPjBBNMGGEv/QxNZzrZyU5qUvMJn8Q5X+33q/hPukUBz+wYDHGvRyYy8T3fxz5oscCDB5AjB0R/z55xPIN2R0NyCgYxIAh96ZvgvAB60Yu97MUZ53iFrFdhMBgwGN4dd2yDwUDDhg25ePFiSk/Fjp13Ak1e3EL8f0JQUBCenp4EBATYvuzt/G/z4MEDChUqhKOjI+fPn09wlzo5uXTpEvXr1+fhw4fkzJmTzZs3U6hQoRTxkQgODibPn3nw7e+LY5Ajl1NdJpefB7i46OXF+gSjUHjiySlOUYMahGqh/CK/JPhwlRT60Ie52lxySA5OcIK0pI233hrWsIUtdKOb7sAdzWEOU5e6RBDBPObRne5JGl+hqEMd9mn7ACgXUJjA4k+5dv8JhigDyqQ/2C6X5bSl7estMglcvXqVBQsW2DQ1u3fv5tSpU3EEHy8vr1gPVvnz56dZs2Zkz56dZs2a4erqmmQNi9lsJjw8nOXLl+Pn58ft27f5/fff4wg59evX58yZMyilCAkJISJCjzjYqFEjqlePCaFeoEAB6tWrh8lkwtU1rkbtzJkzlC1blty5c3P+/Plk8Ut62/j5+VG+fHk9DHFeMBwwoDIpykgZDnM4XgEmiCCa05wggljMYqYzndVPZuOWOitGB2ducIPs92D4j/A0HbTxrUPRTLVh+HBIpOa4AAW4yU2Uplgki+hEJ9s5f/xxwsmm5Xz06BGLFi1i69atNk1jqlSpGLdqHGPqjyFQC2SkjGQuc3miPWGYDONHfgQfH/juO0iXDkaMoLXjB6xjHQAd6cgiFgFwhjNUpzohWghTZSoDGfhvLnniiYiASpXQzp5FGjWCTZsI1cJIJ+mIJBIMMDpkNJ+4fWKL4vcyAgjAAYfX0nCLCFWqVOHIkSN8/vnnfPvttynuI7dixQo6dOhAo0aN2Lx5c4rOxY6dN0VQUBCpU6cmMDDwpXKAXSNk53+GiAg9mpCmackaovpl3Lhxg4cP9TBLXbp0STEhCGDt2rX4tvIFwOxhZvPekfSvvQI8PODAAShaNFb95x2WS1OahzwkTF6+s5sU5jMfgLvaXfbKXlrRKk6da1yzCSFLWcoTnuCCLrStYAURRCAI85mfZEHoLndtQhDA8dSX6DqsK9c++YPCJwpzoeIFMkpGalDjNVeYMGazOVZ+nUePHtGhQwfOnz8fp66Liwu1a9emfPnyODg40LVrV1sENtADbri7/7t8SI6Ojjg6OtKnTx8AoqKiKFu2LNOnT+fy5cs2gaht27YsW7YMgH379nH69GmcnZ3p06fPWw88ktJs3ryZO3fuwFBgIqinihydc/DHqD8wFjISX2ovDzzYwx7b/+cxj6gM8IQHpJW0oMEfXaD6ATAqUNoukF36Z3Tgy4UIhWIGM6hEJUpTmkpSKZYGYyEL6UlPXHFlD3soQxkyZ87M8OHD6d69O126dGH79u0EBwcz9fZUAgkEYBWruM1tfMWXbGTTO8uYEaZOBeCv6JcgGDDE2jRYy1pC0e/zucx9e4LQmTNoZ88CoP39N/LkCWRww6IsRFvJMc59HB2kQ6IEodSkTpZp7d+/P1n6SS6eaXT/K6apduy8Cex3v53/CZ48ecKAAQMIDQ19a7vPImIzP8qRIwfdunVLMSHIYrHo0eqeAkPB1eJKvQkn0USQwEBYvTqOIGRriwUrVlJFv5KLNrRhOcvJIBmoStV460QRpYfLFX0eCmU714IWzGAGUVoU7aV9ksfPTnZKyf+xd9bhUVxdHH7vbjZGPBAgOMU1uLu7FS8OpcUKtEC9QKG0pUhxihSKe4sVt+CuQYIGDXFPVuZ+f0yykBIgRIFv3332ecLOtRlmdu+595zf8eK8OK9+ICGLkgW0UG9DPTZV3oQnnqmOEUowelatWmWWTr9582Yi1zCj0WiO3fL09KR79+7me6VOnTrUqVMnyZ2V9EKn0zFgwAA6duzI77//zsSJEzEajcyePZvu3btjZ2dHmzZtaNOmTar6CQ0N5fLly1SoUCGNRp5x6PV61eUwIZ1NVvDz8KNTx06sX7+eokWLJnreo4jCHvsXZKpXsAJX6Wp2PbV9TsH9qQdkfyog7vWy7itZyWfiMzRSQ01qvuCWuoAFKChEEcVqVlOe8uZjHh4eLFu2jM6dO3Pw4EHu/3Ef677W6K30dKUrdtg9M4L+wxKWmJ/LTnSiNa3Nx1rQgl/4hTjiUuRWllxiiMEaa3MsEKVKIQsVQty8iaxRA7JlIwuCxgsb8++Af9XEIUJNDZAR1KxZkxMnTmRIX2+Ct7c3586do1KlSpk9FAsWMo23x3HVgoV05Oeff2bXrl2AmrcnIwwSKSUzZ6rJRgsWLMgHKZCVTSvOnz+vTry/gLqf1uW2cpsileJdZnQ6aNIkyXrnOIcHHjjjbHZ9SStWsIJL8hK++L50l6kEJZgn59Ga1qxnfSLXlDrU4R73uClvpshVT4uWnexEIzWqjp+AUNdQeAizJ83mmDyWYiMowfgJCQnh008/pUSJEgwbNoyvvvqKr776ikWLFhEYGEhwcDDR0dHo9Xrs7e3JnTs3q1at4ueffza/mzVrlqFG0PO4uLjw1Vdf0ahRIwAuX77M+vXr0ywRalBQEGfOnEmTtjKLgmcKqn/EAh+ATzUfOnTswI0bN5BSIg16PuRDHIUjzWmOiWexVktZyiV5ibGMpenacMZ/B19MhvUfwuQvoMZZO3UnaPDgpDt/joSdl//+nUB72oNQ7/vmNH/huIeHB0OGDMHGxgbjGSPWhayZuWsmP/DDK/ttTWsQan6uTnRKdKwSlfDDjxvyBmMY89pzSAmzmY0jjhSgAPe5r36YJQtcuIC8cAH27zfHCBW8XBBagu5fHb9G/kpZyqbLmJ5HCGF+fkwmkzleLzNJ+A3U6/UvjTm0YOH/BcuOkIX/CxIS2dnZ2fHbb7+ZM9unJ4qimBW7Mtv14MSJEwQHByOEoFmBZnjoPOC775AdOoCbG+TMSQwxzGMettgygAFYYcVSlhJGGBLJLGbRlrZpNiYNmsQZ7F/Cx/GvpMhBjlSNIRvZWMlKFrOYdrIdK/OuhGwghWSyYTI9dD1eWte8I/AckZGRbNy4kT179nD8+HGklDx+/BhFUdBoNNja2tK2bVtcXFwAyJ8/P127djXX1+l0ZM+ePdNjCJ7H2tqaUaNGsWvXLkwmE9OmTaNz586pci91d3fngw8+wNfXl7Nnz77T7jnlVpdjQ7sNfBL9CSc+PQEauNr7Kp06dOBI9uwE39rPxntq2Z1iJ9fkNfN9n/AMOO08xrAuYBKQL9iJLmvCQYITOpg+PVnj6E1vrsqr3OY2E5jwwvGRjKSZbIYjjs92d86dg7//htatoUIFmjRpQo0aNdi3bx+R9yI5v/Y8soFEaF5yP0pJH3pTk5ro0JGf/C8UyRb/Si9+4zcUofCAB2yQGxjOcPWAnR2ULp2obLly5bCab4XjSUf6XO9DRotanj17Fm9vb+rWrZuxHf+Hxo0bU6xYMa5evZqp47Bg4W3g3fzlsWDhDQgPD8fX1xcABwcHWrVqhVarTdc+FUVh8uTJZmWeIUOGvKZGxlCoUCG6dYt3UREikTvcl3zJLGYhhSRchjOGMTSgATOZCQIayzeTjX1X6BT/Ajh+7zje0hs0UCemDvwnPl1RFEwmE/7+/vTp04fbt28nOm40Gnnw4MELOyY6nY7x48fTsWNHcufOnWExamlFtWrVaNy4Mf/++y8PHz7kxo0blCpVKsXt5c6dm3LlyuHr68uOHTswGAzvrCEkEJQVZdG4ahAIpCIhGyg+Pjj6+GBrBUWuw42ikFfmpQAFXmgjT6Aa96aR8NGccG6UcudI36KMtv422eOwwYbpTH9lmeIUf/aPsDCoVQtiYmDyZHjwAAc3N5YtW0bXrl05dOgQf//9N19//TUFCrw4ZnbsgM6dwdGRwrt3Q/HCyR5rUpzgBPvYR0c6UohCya7XlKbMZz46qaMWtV5ZtkmTJpkizJGQRFiv15tjVTMTe3t7c9qG59UgLVj4f8TiGmfhvSch/wqQYTKmUkpWrVqFXq/6oLu5vT4gNz3HkrBzUblyZXLlypVkuSc8QSDQSA2PecwVrjCUobjgwjw5j1GMyshhpwkRRDCb2Wxhy2vLHuAAK3qtUL8V54PLby6JjiuKwpw5cyhdujQ1atRg79693Llzh3v37uHn54efnx+PHj1Co9Fgb2/Phx9+SNeuXenatSuTJ09m5MiRFCxY8J0zgkDNnzNq1Cg0Gg0BAQEcOXIk1W2WLl06U3a+pJQYjSbCIqIJDVffBoMxxe5+fn5+BAcHM5vZ1KEOjQIbkeOfHNwF9lWGPPchwhHmbmnBBS4k7W7ZsSPy00/BxgYNMGFQEPvmdqQpTYkjjn+8vyAiuz3R+bKiXL6YmtN/RmQkIjoaISUiNhbid69z5sxJixYtAFUZ74svvjDHr4GaV8wVV4qX/JB7rhHw+DEsfDFP0Zvghx+1qc03fEN1qpvjpZLDbGbjLb25znUq8OpYs8xyS6tevTrlypXLlL5fx+zZszN7CBYsZCoWQ8jCe8+CBQswGAzY2toybty4VCtsvSn9+/fP1B/BmJgYFi9e/NpyE5hAbWrTmMaMYQxzmMMDHhBKKFvZmijI+12hD30YKobSRrRJFOMkkQxmMM44M4QhSCTf8A1G4uWiu8LZM2eJiIgw7wLNnj2b0aNHc+PGDe7fv48QAjc3N1avXs25c+cSvU+fPs2qVatYsWIFK1asYNiwYemaODcjKFiwIHny5AFIpCSXUtq3b49WqyU6OlqVoM5ALlx7QMOPfqNy2/HU6jSJgydvpLitU6dOce/ePbzwYh/72JltJ+sWr8PZ05NvR6iCB/7ZwdvhCk7yJRKu1tYwezZrp1TBPRCqHIfA6kUAGM1omDoVh8BY7O8HQ4XyMGwYpDZOK1cu5LRpyDJlkJMnQ/785kOdOnXCw8MDKSWbNm1i7Nix5mM/8iNhhHEjTzRLe4OQEqpXf3k/06ezq70DC2eUITo2OMkiT3mKQRhAQDDBxJL8XRMNGmpQI0m3vP+yePFiYmJikt12WmFvb49dEikKMpOERYigoKBMHokFC5mLxRCy8F4jpeTp06dIKXF3d6dbt27p7hYHas6ihPigvn37JpI7zmjWr19vdtF71Qp8YQqzj31sZzs5yUllKqMIBSkklamcUcNNU25yEyEFSLjNMze229xmrphLhIhgjpjDHe6oMtkC9X0NduzYQbVq1ahYsSIVK1ZkzJgxZreWrl27cvr0aY4cOUKHDh0oVapUonexYsUy5D7LSPLmzUu1atUAVYo9YbcztQQGBrJv3740aSu5xMbque33lJt3n3Lzrj9R0W/urpQ7d+6XPtc1atRg9erVPPZxQGpA0cK+iCD23tn7yja/HnSfYDc4WQVWlboEBgO3HnlzspLqNicArUFBzJoF9+698Zhf4LPP4Px5+PzzF85t/Pjx6uS9C8z9YS51jXUJk2FUoxoIkALytv2MTSe/5nGHlxhCUrLl0Ciaborm488u0yc4aZXBClRgtBxNMVnMLH6QHgQGBr4VYgWZTUJScQsWLFgMIQvvOXfv3jWrxfXs2TPDVuWOHDmCn59fhvT1KgwGA6dOnTLHYPTt2zfZdXvRiwPyAP/Kf/mGb9JxlOnHNKZRlKI0pSl96GP+PDvZySqzApBVZiU72ZnEJP6Qf9D2Qlus6lkhpcTHx4fz589z4cKFREbQ3LlzKVeu3AsSye87hQoVQgjBkydP+Pvvv1PVVpYsWdIsqbHRaCIqJo6o6DiiY+IwxU92FUUSHasnKjqOqJg4DIa0i4eoV6/eS91MQZVM/qvxdtx6uEEoPGkdQcucLTl/9zxSSv7gD3KTm250M7uCVQgrDAKEAmVHLoUvvmBCy/NsaA9d1lkR4aT+ZMts2cDDA1BdOjew4dlu5pty6xZUqKDGC547B4BWq6V///588cUXMAUMrgYO6Q4x4sgIfgj9gX/kP2yT2xjitYD2lX6iClWS7l8IbtTOCVI9p6tZA5IcgkDwMz/jgw8DsUzQ0xshBDlypE5oxoKF9wWLIWThvebq1asEBgYCqu97RqzSK4pidvVxd3d/ZUbj9CY6Opr169cD0KxZM6pUqfJG9WtTmyY0eSfd4gDqUQ8ffNjOdlx5lvDTAQfOcY6lcinnOGeW5e5Pf9aWWMuvE36lcGE1+Dtnzpxs2LCBQ4cOcejQIebOnZup/6eZScKOql6v5+nTp6lqK2/evNSrVw+Ae/fupcrVbtfhK9Tr8gt1uvxMy37TuXH7CQBPAsLoMmQudbr8TL0uv7Bi8/FUe5S9CTVr1GTh0IUk5OPU2+vpOLQjV69dZRjDeCQesVqsZg97AFi6tyerO8OJKlBp5Q2Ml87hdUFwrZSGVac/x+HyXeTSparBYm/PWtZSX9Sno+iY8hi+adPgwgW4dg1+/NH8sUajoUKFCmiuaNStKAWWjFrCrn930YpWZCUr0SIagAfiAZFEJtl8774HqetfnPzG3EyxnpmyMb5HLFq0KM3k5y1YsJB6LIaQhfeav/76C5PJRPbs2Wne/MXcGemByWRi2bJlAFStWpUSJUpkSL+vQghBhQoV3jo/9cwkF7noQQ9ykXhV38rKiuHDhzNs2DDzZ+XKlaNmzZrUrFnz/9YIAtV4SciJkpasWrUqVWpawaFRnL18j7OX73He5z7RMarbnt5g5NL1B+qxK/fwDwhLqyEnm7aV2lL7aG1EsMBuBszedgulQkXyRqg7OlbSyqwkZ9usHdmjHcnrB0Onmtg4rizkzQtly8Knn0Lu3NCjB3h6AnCe82ikBiEFZzmbsgEWK4ZQFAKySpr+cp5KVOIc6s5Qy5Yt2eGwg/IzymNTzwZOwLRp0wgLC8MDD+rL+rhJN8bL8bgkWHv/wd2pAPuyX+GWzo9GpP29k1yePHnC9u3bAciVK1emqRS+DZ4CFixYeIbFELLw3hIdHU1wsBqcW7BgwVe6saQXuXMnnY09o/D398dgMGBjY0OPHi/PiZMRhBPOdrbzlNTtJGQ0T58+JSrqxQSV/4/Y29uTPbua/HblypXcvXs3Ve15enoihMBgMODv758GI8wcHj58+Mrj+6vux/uqN79+60hDoERsLAtqGZlhmMFRjvIBH7CLXdy2e8yMzQ3J4Q+L+4NtrUZw5w6cOaMaRP/hYz6mBCXITna+5/uUDX7wYOT69fy+tzV7CvtxjnOqQAPqrlDDqg05MegEde3qAnD69GkGjx9MWcqyT+zDE0++4RumMpWylGUKU1I2jnQmLi6Ox48fA9CxY8cULWgoiuTx01Bu3HnCjTtPePA42Bxz9DoX2Z49e775oDOAsLAwczyrBQv/j1gMIQvvLTdv3jQHYffq1SvDZIsPHDjAgwcPEELQv3//DOnzZaxfv95sDGY0d7hDM5rRmtbc5z5VqUpL0ZLSlCaU0EwZU3KIJJIe9GBJ3yW4NnJ9fYX/U06fPs3atWtT1UafPn3Q6XQEBASwcePGNBpZxiKlZMGCBa8sI4SgWrVqNB84EC3qD++NS/4ETQyijL4M3ehGU9GU4hSnEY34Xf7OFrmF1rRO3NC5c3DxmXx2fvJzkYs84hENaJCyExAC2rcnb6nmKEJBQXlBgU2j0fDFF1+Yd5S33txKuFAnz5fFZW5wgy/EF1wSlxglRnGPeCGH69fh+PE3VrgLJ5y97CWc9JugpyS2T28wMGHWFup2+YU6nX9m5ITVRMc8k/p+WZtCCAoVSn5upIzk9OnTnIuPDbNg4f8RiyFk4b1lzZo1KIqCtbU1rq6uGRbU/vDhQ/MOQmYH0if4oru6umZ4/pof+IHd7GY72xnLWK6JawAEiAB88c3QsbyKZSyjNrX5ju+4wAUWspAVrOCs3VmiJkehKEqqJ/zvEx06dEgztyIbGxtcXFwA2Lx58zu38+YRL1iQHIQQ5J80ia2dOzNMCD6TkgkTJvDzzz+zn/0AGISBQWIQ3njTghaJG5g/H1GhAsLLC5YvT8OzUBnAAJbJZfzO78xgxgtjL16/OMVOFIP9EG4Mx/GoI1qpZZQcRXayYy/tEVJgJ+1wwgl27+ZOixKcG1wdOW5ssscRSyzlKEcj0YjylH8jKe30RxAWEc2TgDD8A8MJCYtCSpnoez6zv/OTi5OTk9mw9ff3t8QtWfi/xWIIWXgvuXPnjjlOJ0+ePLRq1SpD+jUYDGY1rYoVK5L/udwcmUnbtm3xjI8rSA+klETH6AkIjuDR01AePw3FIc4ZiURBIS956S/V3bGasiblKJeozuP4OkEhkcTpDRn2oxxCCH3ow2EOM1FMpJwoxylOkaANoQ3SIqXkr7/+4l5ayBW/BxQrVizNEhPnyZOH1q3VXY8bN26kOjdRAlJKpJTo9Ub0aagU9zxWVlZ8/PHHb1RHaLXUX7wY48CB6DUaTCYTkyZNotf9Xmjks2u6m90vVt67FykEUgjYm7QM92Mec5GLSNTn5wIXaEUrPuMz4oh79dgQdKc7QxmKHeoE+QhHaE5zBjGID8QHnCt9DuqA3QrQ14igc4/OfBvxLS644I033/M93njjiiv77v1JkeuSCmdhYs7X5zFLwA8/7ghVbOa2uM197ie77qsICgpCSolWq8XVNXk7vSaTQlBoJA+fhBAUGonJlIT09rth97xA3bp1KVmyJABz5szJ5NFYsJB5ZE60oAUL6UxwcLDZb79169YZlswyLCyM8+fPA+okz83NLdVtnuc8E5hAUYoyjnFYJfOxjYqKMkuHCyHSZaVSSklkdBx7Dvuw89AlLl1/SFBIJEID2XPloHbP7ngVyccX2UdxyOogi1jEYXGYGXGzKLC/Nru8L3Pp+gMCQyKJK+hPVP9TFDR+wC/WP1G9bGF0uvT9irLGGjvsiCKK+LkjD3jAODmOaCWawJ2BLGIRfn5+hIaGki9fvnQdz7vGjh07GDJkCPb29imqL4SgVatWLF26NFXjsLW2UiekEgwGI3cfBlGySC5OX7pLaHj67DIJIVJkENrZ2TFlyhSklCxcuJC4uDh2NtvJvo37GFBkADe5aY7RScTAgbB9O2g0kITL7TnOUZ3qxIk4RsvR/MzP9KUv5zmPFBIrafXG8Ttd6cpDHiLFs4UJoUCOEGgBzFqxksaNGtOjRw/KiXKU41ni6D3tHFE0gIStH9ry7es6e/AAvvqKwlmy0OnXpqx13kFr2ZoP+OCNxvwyFixYQFxcHNmyZaNbt26vLCulJDIqjrXbTrJq8wn8HgWRK4crrRp6ERae/glZFUVy8sJtTp6/jSIljllsadekAm4uWZBScv32E3Z7X8GkKDhmsaVtk/K4OWd5o+/458tadoMs/D9jMYQsvJeEhYUhpSRHjhz0798/w5Jb/v333/j5+SGEoGXLlmnSZne6c41rSCEpLovzER8lq15cXJw5kWp6IKUkJtbAlAU7mLNsH0Gh6oRTZ6XFaDJx/ZZEe9iaR3mN1Pv6OrsbbI+vCHOeLCH8m9sEhcTX0WnRz9kEhUMJ1Fym80Qj84PH0aqh1zMjzmBQc54UKgRp5JqVhSzsYx8zmclGNmLAgN4YzQ+6H8iuyc6EgRNYXnU5cafjCA7NnFirt41s2bJRrVo1Dh48yMWLFwkKCkqxIQRQpkyZVD+fntldcbC3JTwyhqgYPd9N2cjqzSc4c/kusXGG1zeQwdjZ2TFp0iT27duHr68vPj4+DGo/iL279uLu6W7ekUlEgwYQHKzG9CSxsLOb3cQJdddnIxv5mZ8xYTIbMQtY8MaGkCOOCAQSSQ6Zg56/PCEoK4z+BSZbWYHRyMyZM/noo49emIR3dR/CfNYTTjhD3H94fWdffAHr1yOA1e5jWDxxPfak/L56HoPBYBYEcHJyeuX9JqXEaFJYuOYgP87cQmi4KhF+895TTl64nTGubwKeBobzw/S/iYiKxcHeljyebjSqWRIpJWu2nmTCrC1IKalVqQjtmpRP/zFZsPCeYnGNs/DeodfrmTx5MgAuLi4ZFqQqpSQsTJXntbe3f+OcPS/DDjtzHh9bbN+4vk6no2HDhmkylv9y9vJdFqw+SGBIJEJA0zqlmPhFe/p1qoWrsz0mRcH3rj+//7mblhHtsMMODVoC53oSGKzWaVKrFBM+b0/WLC5qunrg6aMopv+5m6DQKFaykh5KN/YNLo4oUQJT9RqEBIcTGh5NZFQsJpOSqhXNSlTiL/4iiCCCzu7mlOYMAP7Cn2/zf0tcmziYCN+ceDeTyqY1Tk5ODBkyBJ1OR3BwsNkFNbVERkZy6NChFNUtUjA7NSsVRqtR75/rt5+wec853F0dKJQve5qML61xdnZm8eLFZjXLq1evsvTPpVhFGMHPL5HAwFOeqgIj1tZJGkEAxzlu/rsHqkLkD6gGiJBCjdt5Q/7hH4YwhEVyEac4xZJRWVnUHyZuqoh/kyaQDa4MukKfwD7qrupzlKY0j3lMKKHJW7yxjf9ukxJsbdPMCAJVsjrBZblv3744Ojq+svz9R8EsXHPIbAQVyp+dAV1qU8XrA+L0aeO++SoEUNmrAMU+yImiSCKiYjhy2heTIgmLiOHgiWuYTAoajYYW9cvi4mSfKgNNr9ej1+vT7gQsWHiHsBhCFt47zp8/z954H/osWd7MXSA1xMbGMn/+fEBNXlqkSJE0aXcNaxjIQKbL6XSgQ7LrxcTEoCgKOp2OihUrpslY/suFq/d5GhQBgJ2NNd3bVOPjbnX5eUxHuraqgqeHCwXyZEWr0ZAvoDiPlSf8umYDsRvVyZ+NtRXd2lTh46512O28hdJn6uM0tQ75L1VAp9NyKuI8PTQ9WKlZQ8sZt4m2A6vTp+jV6Xua9JpCn1GLWLDmIAHBEal277DBBoe/99B7ifrv/A+tccDB7DJ37/Y97t9Pm3iFd50qVaqYJ5NpFdcTExPD7NmziY6OfuO67i4O/PplJ/p0rEXJIrmoUCofI/o3YfGvfalTtShFCmSnSP7suDmriXPtbHUUypedIgWyU7hAdhzs33yBIbUIIahevTqrVq3C1dUVKSVzx45FnycPIn9+GDoUUMU8csa/vPF+aXvb2Gb+uzjFAWhHOxbLxdShDpWpzBnOJHt8l7jEL/xCcYrTm94c5ShPtWpy6lUlL/DZiBHwG8T2imW5x3J+4ZcX2rDG2pys+L8EEphYCGHqVBg+HL79FkalMDnsS5BSYjKZ0Gg0ODo6vvY34dqtR9x/pO4A29nq+OrTFswY+xGzx/egeKGcaTq2pBBCkNXVkTaNymFlpUVK8D51g/CIGG7ee4rPTVUGPE9ON5rXLZPi37jGjRsDcOrUKY4cOZJm47dg4V3C4hpn4b3DZDJhNBrRarWMGDEiw9ziYmNjzUkhHR0d06zfD/iA2cx+43pLly4lNDQ0XZOo5vBwxs5GR2R0HNGxcYyd/jc7Dl6iYun8VCidn+b1yuKZ3QUXJ3uyZ3XCVujI7+yJzsoKvcFEbJyBcTM2s/PQZSqULsBwx+/xKOuEZ2NXXJ3tCc2m/uBLQIn/rT9m68GBR9EYlGjOXLzLTu/LXLv5mPEj2+GYxfaFScFKVnKEI3zCJ5SmdKJjEkkwwbjhpu66tW3LgtpTGPdDDNlGT+TGkCZ8cvMTjs49yuM/HvOk3xPy5MmTbtczAaPRRFR0HBLQagRZ7G1QpCQ21oDRpGCts8LWVocmkxSqPD096dSpE/PmzUt1W87OzpQvX56jR49y6tQpQkJC3tjVTghB8UI5mTnuI/R6A0IIbGx0WGk1TP+uG0aTKphgY61DCChTPC97lo8yiwrY2WasouLz465atSodOnRg8eLF1DaZcEjI6bJ4McyaxV/8hUSiR89aw0pqGSpAEtfnIz7iT/4kp8xJbWqbPy9BCQ6IAwgp2MteutGNPvShMpVfObZWtOIBD1gkFlFYFqY2tckpc/JYPKYHPShUqBAOEQ5EEomUkidPn0AyN98mM5kxYgzu0p3jHFfjgNzc4Lffkn3tAAwYiCLqpclc/0v27Nnp2rXra8uFRcSYRTYcsthSqmgubKytyJ/bneIf5OTy9VfnjUoLtFoNTeuUZs6yfTx4EsK1W0+4+yCQ4+duERQSCUDDmiX4IF/ylQufRwhBjRo1AFAUBZMpfURFLFh427EYQhbeW4oWLUq7du0ybEdo7dq1PHr0CCsrK4YMGZIhfb6KuLg4pJRYW1un2zWoUaEwdasVY+fByxiMJm7ee8rt+wGs2XYSZwc7CubNRvN6ZejZvga2NqpLT/UKhalXrRg7D6l1bt17yp37AazddgonRzsK5MlKgf5RONYJZ4T1EBbELWLcpdk8mu5GhazONOrVms3NK+H3KIgdBy9jMBiJjtETFBKJY5bEK/snOMFH4iM0UsMmNvGQh2Y3Q4mkFa3YLrZTV9ZlF7uwKl8e8eAhuSIjIXduSgEzImfQdEVTAglMl2uYFKcv3aXPqEXExhkoXCA7P4/uyL8HL7Jt30WeBoVTorAng3vUp0H1ElhZZYyh/zwajQYbG5s0acvFxYXBgwdz6tQpQkNDGTJkCMuXLydLlqR3El6GEAIbaytsrBP/rNnbvWjkWGkFjg4ZvwuUFFZWVkyfPh29Xs+ev/4iAHAXEPBhMzyAznRmr9iLlaKhbetFcOgv2LYN6tZN1M5CFvKN/IacUU7Y2bmZ/T30qC5PEkkEEcxnPiv1fxLw+3dYD/uCOBuYxjRiieVzPscRR3O9BENRj57sZMcXX57IJxSgACKvoPp31dnlvwuioIpnFeicvHOey1wAgkQQ/8h/GMnIN75uj3hEVaryQDzgR/kj3/B619WoqCguX75MnTp1XllOq9GQ8JUppURR1OugSInBmDqDwWQyYTAYkpXOoEiB7NStWozlfx8jIDiCA8evceSMLyaTgrOjHW0aemGt074zkt0WLLyNWFzjLLy3WFlZZVjuHCklkZGRKIqClZXVG0/i3oRQQhnPeOYyF4Uk5Fzjx2MwqEHinTt3JkeOHGk+DiEE2bM6MfWbLgzt1YBiH+QwT0INBhOBIZGcvHCHSXO28dm4ldx/rLqaeLg7MeXbLgzp1YBiH+R8VsdoIigkktPKada1msxihz9oIBvS2diVcvN6ohzJzQ2dE7ceBnH3QSDOjvZ8Xi03i7W+zKiWlby53F8YYzSqm5WCQgyJ1Z788GO7UAUcDogDXEPNc4SLC+TObS5XpkwZc76Yo0ePpt0FfAWxcQb8HgVz72EQF3zuM+SHZfw4cwvHz93itl8A2/ZdYOSPq7l2+0mmKD6Fh4dz8bnEnqmlTp06ZMmiKmLt37+fyMjINGs7vVDludMmrsLe3p5C3xUibFoW8hUDu4uQY9kmqlGNWtTijrzDvYHNqHHQyOQhMfz6dNQL+XUEgoJj/8Le0QOKF4fH6m5qDWowVU7FAw81+ERAtFaP8sN3MHkyv/Ir3/ANE5iQSK1uIxtpT3t+kj/RhCbqOLGnIAXNiwlTx0yl4K8F4XOwNSbfsOxIRwDspB0NUeMXI4nkJ37id37HwOsFLraxjQfiAQC/83uy+g0PD+fkyZOvLZcrpysO8Ysq4RGx7D3iQ3hkLBevPuDC1Qevrf8qw+TSpUvs378/WW3Y2ljTplE5HOxtMJkUVm05wdEzNwEoWzwPlcsWfG07r0Kr1ZqVD48ePWpRj7Pwf4nFELJgIQ2IiooyZ5dv1aoVBQoUSLe+PuETxjOewWIwf/BHkmWCgoLMQez29vbp4h4opUSRkny5s/L9Z21YPfNTlvzWj+F9GlO3ajGcHVWXvDi9kV3el9my5zyKIpFI8ufOyg+ftWH1zE9Y8lt/RvRtTL1qxXBxsgeH+EmQkIQqYdja6OjcsjIe7o5IKdlx8BKDvltGr+HzKNizIw6zZ2Dbrg36S1deGGNd6jJRTqQ5zdnABvMKN0AuclFSqnk0PpAfJEumd+fOnWlw5ZKLOtaA4Ahu3w+kTUMvqlcohFarQUrwvevP8XM3yYy5S0hICMePH399wWSSPXt2fvnlF/PCRVrFHaUnRqMxzfKv7GQn3xf6nujPoonbrkFfSv38BCeoRz3ykpcc1drx43fw5c/wVaczjGUsAL748gM/sI99MEVVhRO+vqoxP2MGAsFwhuOFF0IKkFD+DOiMAiUshAMcMI8jjDDz31WpyjrW8aUy2mz4/JcSJUqYc9GcPHky2Ybhz/zMRXmRO9yhDGUA+JzP+Z7vGcEIpjHttW3Uohb2UnURbEObV5Z1dnamWLFiyRobQLEPcuJVXHWB1RuMTFu0kxZ9ptJ39CL8HiZvZ/hlxpDBYCAu7tU5nZ61ATUqFKJEYTUH3LnL9/APDEdnpaV90wq4uTikajeodu3alCunSp5n7HebBQtvDxZDyMJ7h6IkvUuSnphMJiIiVNEABweHdM1bFEAAoCpBvcxdS1GUdF9Vj40zsGTdYUZOWM2IH1exessJmtYpzYQv2rN6xif0HVcCq2GXoFAocXojl288JDI6liXrD/O5uc5JmtQuxY+ft2f1jE8ZO7wt9hfzwTQvOJqDhisHgYS2jcuzYFIfen9YkypeBcmVwxWNopDFqE68VneWjIqYRBjhica4hz0AzGAGP/ET1libV72tsOIkJzkij3COc0lLFqNOaBImC4qiZOD9pU5wrKy0DPqoHot/7cvMsd3J6eEMgElRuP8oJFPu9/+SkMA0pW+NRkPr1q2xtbUlIiKCP//8M7NP6bUoimJWiUztQsPzz7HGTgMJdqCAIIJQ9LHw7bcEZAUhQaAhUAYil/zJXzMq8lvMjzSmMdf6VDO3I6SESZPM/57BDHKj7nSeqgKzFpVjypc69rMfiaQgBfmZnxMPbPp0Vc2tXDkICXnlOcz5Yw6Dzw9mjpxjdsd7GQJBKUqpu1T/uQYaNMlyQy1GMW5ykxPyBPOZ/8qy2bJlS7aKpxACV6csDO/bmPy53RECgkKjOHr2JtGxempXKUpGeaIJIcjq7kiL+mXRajQo8ase+XO707R26VSPw8bGhmrVqr2+oAUL7zGWGCEL7xVSSmbOnJnh/a5evZqnT5+i0+kYOHBguvY1gxkMZzgeeDCUoena16sQQrD3qA/rt59GkZKsrg5U8fqAprVLEeccwczWIzFqDNDvIqJaFzzc1Zwkew77sGHHGRRFwd3FgUplCtCsbmlcnOzJncMVndYKZngBUGFozfg8QlC+VD5yZHPG2toKpOSm31MmjI9CU3Qb45dEgFyNv2JgnVgHwGlO00Q0AanGJCS40fzGb4yVY7HHnhvcoCMd0aNnE5uoQY0XzlOr1dKqVStWrFjB4cOHOX/+POXLZ1zeDmudlnIl8mFvZ4NHViecHex4gDopNSkKmeHMIqUEoQH7vBz3CWfm0j0UyudBo1ql0Go0XLjqx+HTviiKVGMZGpXDIYstu70v43v3KRqNoGbFIhTIk5VzV+5x7dYTYmMiMWCHlBGcOnWK6OjoVOUnSm+2bNnC3bt3EUIwaNCgVLXViU4ck8e4xCVa+7VmjP8YlNIKCCh3rRyaS1sRjx8zdhz45wApFH6Yf5o1jovxdIGfR8NnsxQCp32DrNAdPv4YYTDAc7L5RShCGcrwkIcg4UmPRoQRhiZ+PbQqVclL3sQDGz8eYTTChQvILVugZ8/Ex8+eZVB0NFeA26NMLKqyCKSalPgnfnqja/ALvxBNNA44JJ1QNglyxL9ehxrnk/wFAyGgUa2SLPqlL2u2nuT2/QA+yOdBx+aVCAyOQCMEipR4lciLlfbN1pPd3d3J/Zzr7evQajS0qFeWBasO8sg/FATUq1acfLmzpjo2SAhB69atmTVrVqrasWDhXcZiCFl4rzhz5gzbtqkyshkVQCqlJDQ0FJPJhJWVFe7uL8aqpCUlKcludqdrH8nB2tqKFvXKsm3/RSIiY3kaFMHICatYViIfkZ7+GL+Pd3FzMpAjrz1Napcii70NLeuX4d8DFwmPjCUgOILPJ65m+d9H0Wo1XLz6gPBINa4nV3ZXGtUsyZPAMMb//g8+Nx/zNDCc8qXy0b9LbbLY2XAgd2kOF78BylkQgvuaZ/LWh4jPSSPgkXyEk3QiXITjJb3Muz+zmc0TniCRTGQizWhGLWrhhRcAe9mLL77Y6dTy0dHRZmXA9Ec1cbQaDQ5ZbBJOhQxbjn4JkZGRfPvtt8TGGSFrUXacDGbHyVV82KwCdasWQ2Ot4+CJ64yetBajSaFAnmxUK18IG50VS9YfYf2/p9FoBIN7NCAwJIKdBy8TGh6N0IDiWBX0J9m1azdHjx6lQYMGb2UguMlk4sSJExgMBjQaDVmzZk1Vezp0zEKdjMqKksjtkYyLHAf3wfSHCZZURQpBrkeSzfFeYHM/ucggVXOAdhtgzFRraoyoTUivMgzvsJlNdv9SWnOLrYTgiit72MMxjmGDDdWpzkhGEkccd7mLAQPjGPfiwGrVgi1bkNbWUKFC4mMPH0L16jTV6zmj05HN04DRpAppPORFVbVggmlBC65znRnMeCG3UCEK8S//vtmFW7YMPvsMihVTBSRcXZMsdv/+fbZs2ZLsZoUQWOusqFOlGNXKF8JoUrDSarCx1mE0mWheV3Xn02o1b6w4WLBgQfMOc3IpUdiT+T/1IjgsCgFUKJUfa13Gi6RYsPA+YjGELLxXREdHExWlJvYbOHCgORA0PYmMjDTH47Rq1eqNVvvSGysrq3RLKCuAlg28uHD1vjn54J37gdy5HwhIcPCCVndw3Vae77p3okKp/Gg0ghb1vTh/9QGL1x4iJCyauw8CufsgsStMXk83Rg9sTsUy+eMVkuw57+NHVHQst4qfYsvGv9HuLkh0tB6r2yVwaRhLjlJWTNdNT/AoIx/51D+kmiPoClc4K89Sj3rmmIcqVGGhWAjAMXmMHWIH1tKaG9zgJjdpJBoBUL9lfYoUKcKNGze4du0a1atXT5dr+nLeHmPA29ubtWvXIpXXjOkVhxVF8ud6b0wmqdp1AkwmCVYu4FiEuMAj9O7dm5MnT+Lp6ZmWw08TDAYDGzduBKB+/foULVo0zdoWQjCi1giuDbzGmjVruGp/lQX//suAixfVif/SpQh/f26XsEVjikUCMXYwaY0XjBC0pjVHHNWcMMc4zga5gf7050d+JCR+J7EiFclGNgC2s/3lg1m7Frl3LxQpAv/9HnnyBBEfE+RsMGD3Exi8bClfuTzfab5LXDY4mLVXP+NEzRMg4Wu+Tl6S1dfx1VcQGoo4fhy5bh18/HGSxfR6PaGhoW/cvEYjsLXRJTLGrTVWWOsybuqkiiboaBZvfFmwYCFtsRhCFt5LihUrRqdOnTJkNdlkMhEQoMbtuLm5pZmscFpgb29Pu3bt0qVtIQRODrZ8M6QlNSoUYv/xa1zxfURQcARCo8HzSlkqagrQsEYJKpTOj7W1FUIInB3t+GawWufgietcvvGQoJBIhICc2ZypUDo/DWuWpFKZAmZFuS8/bU7Z4nmYofudUy33EQ14Lq9H4yPtqVmpCC3df6OAVbZEeXVa05qesifHOMY4xpEr/vU8/ehHYVmYcMJpS1sA9EJPa9ma+8TvLkm4rbuNk60TAKtWraJv377pck0T8/YYP8+zbt06NU+Xzg5HF1dCXxb3/RqfPVtrHRM+b0/RD3IydvrfHDxxXT1lnQtorAkODjYrH75NmEwmpk+fzsOH6q5HxYoV0zxXl5OTE/369WPNmjVER0ezfcIE+tnYoM2SBf75B3nvHsPrFOaUZgRhwbeZ+KAFHJ4BwA1uqNdeqHGECa5vFZXyeGvVhKzlZTJdO21soHnzpI+VL48cORL++YfFjo5EnD9Pge452XNlD7a2/1GQa9oUL6vTaA6DooWKUk3wvJe99Kc/ucjFBjaQPbmJiBKoWBGxeTNSo4EyrzcUsmXLRocOyU9KbcGChfcfiyFk4b3E3t4eFxeXDOnr/v376PV6bGxs6PlfH/r3HNUYsqN1o3I0rl2K2Dg14SeAzkqLvZ01OqvEeS6EELg42dOmUTmaJFXH1hrdf3JjuLk40LV1FXYpdpyRGiRQtaM7i1r3xd7OGq1W84LRq0PHEpa89hwSkk9OZSq/yd/wxJNTnEIiEVJgjz2/Kr+ysuDKNJWMfj1vt5Stvb09JUoU5+i5eymqX7pYHjq3qoy9nQ0Na5bg8Gk1P4qrWzbCg6yBjHJBfDNu3brFtGnT0Ov1aLVaunXrli79VKxYkfbt27Nx40Z6PXigmjMaDSxdCrNn4wnsZz+4AQOe1ZvFLL7gCyJkBKEilAFyAIUoxK9fKNS+A+5BUHOwkuycP4DqdjZ8uOqCtnIlODqqLpq//Qa//Yb12h8pWvg8GnmHk+fWUrvaf74Hr16lWhScqgS+c0bSqsqPAHzJl/jFvxayMFm5gBKxapUau1SoECQRt/eAB3jjTUGtKjOt0+nMUvgWLFiwABbVOAvvGZmhNrVp0ybCwsLQaDTkypXr9RXeM1QxA4GdrTWuzlnI5uZINjdHXJzssdapu0D3uU8d6lCFKlzhCiGE0Eq0opptZXyczyeuE79z9F80Gg1fWo2mGMUoQmG+t/4WJ0c7rKzSJqHgMIbhhx/f8A1SleZCIokSUSgaJUONXCcHOyqVKUDlsgWpWDo/TvHJP3U6K8oUzU0Vr4JUKVuQPDndMjRkyNvbm127dr3k6LOBmEyvDkwXAnJ6OGNrY61uAj2XFNYq/p7R6/UsX748DUaddkRHR9OjRw8CAgIQQtCrV690k8p3cXHhu+++w8XFhauoP9ZCUaBECQBmMpOiFGUMY9T7lCj+5m/KU5573MMFF5AgheQSl9CeOU+bzYKaRzVw4QLcvAk1aqjvW7dePpDYWOjSBW7dQmzbphpC/2Grxx/4loXrXvB78KgX25g+ncgCHvw0MyfjKm/nIAcBNd5RCokUkuIUf/OLZGcHnTolaQSFEooXXnQX3Wmbpy3S+u1eWLBgwULmYNkRsvBecffu3Qztz2Aw8OTJEwA8PDzeKre4tOAP/mAWs2hLW8Yx7qX5RF7HZCZzBDVu4Qd+oDKVzYHRIxjBSV6f5BCgOMW5zOUUjSG5tKIVu+QuPuZj7oq7CCkoSEEe8PpEimmFV4k87Fz6eYKHE7r4wOisrg4sntzPnPjQSqtBmwFxcKAaARMmTODRo0cAeHp6YmX17CckYWdPYzTh9yjIvMv3Mqy02lcacYqicObMGWJjY190tcoEEvIGXbhwAYAcOXLw3XffpWvy5DJlyjBjxgx69+zJZaBP+/Y02rCB0B2rGb7lKFJIJjOZLrILwxmOt/DGVtpykYv8wi8MZjCFZWG60hXGloAePcDdHQYOhHHj4MQJtaOxY6FzZ/6qdYff+I0mf8fw6/luiClTidu0mk9mRnHBCyZ9BU0KFoR9+yBbNihdGoB8UZ4oWtVVMHtwEsIR/fqxrJ+BDWIQyMcMYhC3uc085lFX1sUTTxrTOE2v3X3uEyzUJM7+On907jqSkac1VTyfkPRtFPmwYMHCi1h2hCy8N4SHh5tz+XTv3j1DfojCwsJYs2YNAK1btyZ79jf0cX+L8cWXT/iEy+IyE8QELnAhxW3lJz+KUFCEQn7yk4986kowkgKkbkU9nHC60Y061OEsZ5Nd7wxnOM/5JI81pCEnOckMOYMDHKAiFZ/199x9ll5oNBpsbHTY2uiwsdGh0WjMO2821lbYxh9Lq92w5HDr1i327t0LQOnSpVm5cjm5cj6b9J65fI9V/xxn2aajbN5zPsX92NnZ0bixOinetm0bp06dStW404pbt27x008/odfr0el0LF68mLx5876+YioQQlDZ2Zl9Wi2dgOidO+HQIez3HCVLrBYkaKQGP/w4gWrUxIpYLnGJjnTkKU85whHccIN69eDBA3U3KF8+8PBAKIq6y7RjB/oPWzMgy2dcdr7PlN6BHD09Aw4cYEO52yztA+fLQr+lVrBrF6JhQ/Dygt2qemW33HOp0ROqdYfrS7Ilqaz4F3+Z/7bDjjvcwRZbetP7lUbQJS5xkpOJkiEnh5KUpIfsgZ20o2dIT8Tj9HtOEvJh/fczCxYsvP1YDCEL7w2nTp3i7Fl1IlykSJEMXZHTaDR4eHi8NauA//zzj1k9L6XMJD4fk1SDrrOScong4QznD/kHI+VIRjOaTnRinVzHdKazkIWpGuc85rGGNRzmMEMYkqw685lPJVGJ8qI8S1maZJmsZGUIQ6hFrUSfnzp1iu3bt/9fT3QGDRpE6ZIlqFruA2xt1OTBj5+G8ul3yxj03TJiYw1vnF8lASsrK7y8vLCyssJgMDBlypQMlCxPGqPRyMyZMwkNDUUIQbdu3ahZs2aGPO9FFi6klslEayBbVBQoCrHWkmgbEwhQhEI70Y5qVEMnddSQNV69u3LnjiqAEJ9vTbq7I4KC0Bkgq6r5gjDB78OgYZVviCymqmAKAbncSsH+/c9MkiPqLm+WLE5c2+7OsZXg43PdLB7zPD74xDcOV8VVilHspQsRCWxgA2VFWaqKqkxl6ivLSiSnOMUd7gBqYtalLCWKKL4N/BaA4OBgduzY8cp2kmw7iWf9+YTAFixYeHexGEIW3guklOYfXzs7OxwcHDKk3+DgYEwmE/b29vTu3TtD+kwON2/exGg0vr7gK8hFLnPYRzvambPSp4QYYpjMZKaKqVSgAhFE0IEODGMYjjimapzZya7G9ECykiuCGmQupEBIoQacA/zzDzRqpAaAJ4Gjo6PZRWvu3LmpGvP7gFaroUPTinRsXomsrg5YW1uRPasTbRuV44fhbXBzcUCn02KdIHwhVFc+a50Wa51VIkNJq9FgrbPCWqdFZ6Wlc+fOFC+uxoxs3bqV317yf5JRrFixgoULVYM9Z86cTJw4MV1d4hKRIwdCCLTA38CGLFnQ5C6Ak8FW1dOIn4cf4YhZHCALrxjbl1/Czp2ImBgARFAQsksXBIJD39VhXNAwhh0pz/qOsD/LSeYzj398p/DjrT78E7wExowBW1vIlUt1tQM++OAD5s+fj1arxd/fn969exMT334C3/EdWqnFSqrulAZhMLvLvox97ENIAVJVmHsV3/ItVUQVilKUwxxOskxsbCx37tx5ZTvpTWxsbLrvKKcEX19fzp07l9nDsGAhw7HECFl4b5g9ezag+tXXqlXrNaXThmXLlhEeHo6Dg8NbsxuUVnzO52SRWYgmOtk7LUlhxEhVquIrfAF4KB5yTV6jMpVT3KYBA1e4QlGK0pOemKSJRzxiMIOTVX8gA9nGNjRoGMAANSC8c2fQ6xF79yLr1XshgaRXXS/K9SzHsQXHLKvAqG5bOT2cmTm2Oxeu1iYoNJLsWZ0pVTQXcXEGcud0w2AwYm9nQ04PZ6ytdXzWtzEdW1QCIK+ne7wxJGjV0IsP8nkgpcTezoYCeXMwYsQIPv74Y4xGI5cvp29c2Ku4e/cuM2fORK/XI4RgwIAB5MyZM+MGMHUqD8tkpVOhPzj/IIivvojC4eoddtWAyqcwL1YYhZHz8jxOODGJSZSRpRk7wQrN6bMwerQqigDg5gaYFbaRHTrAihVELpvLFO1XuB+/QqUF56A2oEjcrwbQutTntAakzUo4fRqePIHbtyF/fkC9F8qVK4eTkxMhISEcP36c1atX07NnT7RaNb7tcz5nOMOZwxxGyBHkIx/taf/KU+9HP1azmhhiXvsdtAU1YaoRI/vYR01qvvm1Tiapef4vXbrEwYMHadWqVRqOKPUEBQXx+PHjzB6GBQsZjsUQsvBecOXKFXx91Ym2i4tLhuUPCgsLA9TdgoQf/PTiBjcYz3gcceR7vicnL5+MOTk5pfoaWGGVKgMogYUs5Iq4Yv63l/TCC68Ut6egUIc6HBfH+UB+wAUu0Jc3y+tTj3rm5JJWWAGxas4UvR4pBPxntf8BDyirLUvI/BCoAXGz44iNjU3z/DFvMwkJKbNmzWpOKCuEwMnRjlqViyQq65jFlpb1y77QRhWvgkm2XaRADooUSLyb161bN06cOMH8+fM5c+YMly9fplSpUmlwJm/GrFmzzC63LVq0YOTIkRm76JElC18O9uMEISgKTAiG38ZAEV+BKgsHCCggC1Cd6pSiFH74sVmzmXLnod1WAadOQbzIBZMnq7s59vbI/v3BSc2PNV07kz/4g293Sboul8TYwMnK0PhwiHkoIi5OlaueORPx+DGyeXPYuhWA/PnzM3fuXD766CNiYmIY/9VXdDtzBm1EBIwcCY6OaAsWZChD+ZiPscb6teIr5SnPU56ioKBDl+hYGGEEEMAHfIBAMIIRDJADcMONLnRJsj0XFxfq1KmTov+G1GJra4uNjQ1xcXGWhRQLFt4iLK5xFt55pJTMnz+fp0+fAjB06NAM6TcwMJAVK1YA0LVr13TPT9GHPqxiFfPFfPKTnzOceXnZPn1wip/gZCZPearu0sT/7peT5TjOcayxTlWbx8VxAG6JW1zhymtqJI1V/AspoWVLREQEh5s68NGd6iwslti1xhtvQkT8hPBDOH36NDt27Pi/mdBcuXKFjz/+GEVR0Ov13Llzh8jIyHTt09ramnLlygGqUMHXX3+NXq9P1z7/S0hICN7eahLSbNmyMWzYMBwdU+fKmRLsUA1uoRFsiIVZwMTSFbGT8Ya4hI/4iClMIZRQ9Z4G7GJQ/35OdW+lw2a6f3uV3SNLQ1wcBAaa+5BI1neEMFfouxiEhFy+0QAYNRCZxw08PRHxOwdi+3aIT3orhKBJkyY0bdoUIQS9IyOxmTsXVqyAChUQhQrBxIkA2GCTbAVKLdoXjKAb3CAveSkiivA1XwPq92MYYTzkIUUoklRT8bmvSiSr35eR0me+cuXKVK1aNVV9W7BgIe2xGEIW3gtOxMvAFihQgBIlSmTIiq2UEpPJhBACR0dHLolL9Kc/85j3xgpHyUGHztyuAYPZFSQpnpc1zkw0aNCi7pRppIYtbEmVEQRqTFAz2QxQDasyvD6j/CsJDkbs24dJAy3WRLIq71E+Fh9zmtPmIg1oQG4ZHyN1B5SyCtOnT09dv+8IISEhjBkzhuvXrwOqal6nTp3o0KEDo0aNYtSoUXzzzTfcvn2bp0+fYjKZ0qzvSpUqmZXZduzYkaEuciaTiTVr1pjjJgYMGECDBg0yrP/n+ZVf+ZzP+Tzmc7LtrsBnwG9HT6M0VMyS0D+KHxkrxhJBBB6BgnkDoemOeM+5Tz4BYBrT+Eh8xCpW0VppSVShnJAzJ2zZwlCGMp7x1Cjen2MPNzAkqCvVz9pS7Tj8PBrsYiHvPYWb7csgCxcmyA0i+nUG3TMjxdnZmWnTpmFra4sx4TtYSlDipdSXLUuT67GTnUQINc5mGc/azEKWF4ymtCK1wgharRZNBkndvwmFCxemYEF1pzYyMvL/ZnHHgoUE3r6n0oKFVNCrVy/y5cuXoX06OjrSt29fWtGKJSxhkBjEPvaleT9LWUo1qgFgjz1taZvmfaQ1WcnKP/xDL3rxN3/jiWeq2xQItrIVP+nHSU5iQypzN7m5IZs2Vf9+yUTFA49n6nLFge1qXh2DIZ0Tk2QSUkrCwsK4ePEiderUMSdRdXBwwMbGBr1ez+7du5kyZQpTpkxh0qRJlCtXjhIlSjBy5EhWrFhBUFBQqgU7vLy8GDduHBqNBqPRyJ49e9Li9JLFsmXL+PzzzzEajdjb21O7du1MiwN0wYVf+IVf7X5laP+hZM2WFceCjsR5x0Ec/HfdpUBMTgb+of4d6gz6PNnxwYfPxefmMtJkVA0URYHVq7HGGt+Yi6yIWkAr247MdV1FeKMqAMz6TINRByEilH8dvFns8wXZAgU5F2x9YWfa2toaIQSLbW2JHTVKTXhqb68e7PtmLqwvoxnNcJEuapNv6BZrITH58uUjT548AMycOdNiCFn4v+PtWDa2YCGNyIzJihACGxsbjBjNOzZGUjcBTIp85OMIR3goH+KAA844p3kf6UGz+FcCBgwYMZrdfVKCQKRKxS5xYwK2bkVz9y7bbPyYx0LqyDqJcgeZMBFLbELnYAUXLlzgwIED5pw37wMGg4GoqCjWrVvHzJkz8fPzIzw8HFDdimbMmIGNjQ0+PqoUcnR0NMuXLyc2Nta8mjxz5kysra1xdHTku+++Y9CgQSneoRRC8OGHH/LTTz/h6+vL4sWLad++PYUKFUqzc06KR48eMWfOHGJiYswuXxklwPI6unXvxqouq9hpsxPnK86EtQqDj8HulB39vulHuFs43+b9FrnHjxkPRjOi51ncGcViFqsNSHWnduXpkUz5fAoAX5RvhebsUWbWW0eBkTDuB3UHZ36HQIbcucNHWWfxC1NwlI40oQm9tb2RQhIto1lrXEUFpTRYJ97pNQhBzJgx2Lq6Qng4MiJCjU1KAwpRCD/8CJEh5CFPmrRpgUyXqbdgITOwGEIW3nlu3rzJkydPMnsYbGAD05hGBVkhRVnSTZiYxzwCCOAzPsMV1xfK6NGTk5xo3tHN3AtcoB71iCKKZSyjE50ye0gqGg0ULEhNClKTuokOBRBANapxW9ymiWxCTEAM3h96YzQaOXDgAI0aNXrnFQOllERHRzN+/HiWLl1KcHCweTfH1taW7Nmz89dff1GpUiWzhDiAoiiMGTOG2NhYFi9ezIkTJzh8+DDR0dEEBQUxZswYpJQMGTIkxWIitra21KpVC19fX27cuMGoUaPYtGlTmpz3yxg/fjynT6uukc2bN2fhwoVvjTCGv9afnVY7AQgrGUblYpU52f0ksSKW9avXM3XqVKw7WfN1/T0s5gFSQCCBeEtv886RLbZ4VzMwQ91gJpKz/PrFaWwiofk2+OlrMFhDZzpDvnz8xK/0kwPJSlZccKEjHTnOcaykhpZNZsDpBWpy1covUYJ0cjKLMqQVDvGvNyWWWLKQJdkxShYsWHi/eTdnUxYsPMeVK1d48OBBZg+DqlRlDWsYzegU/cj+wR8MFUOZwAQ+4ZMXjv/JnzjgQD7ycZe7yWpTr9ebFa/eBpaznDDCMGBgFrOSVcdE2sWcpITtbOe2uA3AMY6xw3EHVQyqy9CuXbveWVcSKSWxsbHExMRw/vx5qlWrxrRp03j69CmKomBra0v79u3ZuXMnJ06coGbNmomMIHiWSDhv3ryMHTuWdevWceXKFbp06YIQgri4OL788kvmzJmT4tghrVbLp59+Svbs2QG4du0aDx8+TPX5v4ygoCBzXJCLiwvDhg3D1fXFRYkEpJTExhl4GhSOf2AYT4PC0RuMSCmJ0xvxD3z2eZzekOr7JQc58JJegKoUt+TrJWTPnh0pJU+ePGHIp5/S0tCSX/mVp0IVkLGRNpSl7DOpbYyEE46If4UTDs2aITRaKp8G34VfcUle4lvURKQCQSEK4YILACMYwTV5jbsf1aLWfiNERsKSJYnGGRMTw4ULFxIPPg3jx1JCyG8heDh60JCGGHg/3VpTQ5UqVd75RR0LFt4UiyFk4b3B09MTT8/Ux6AkF5PJlKaT4GCC1eSBQBBBLxyfzGSMwshDHrKa1clqMzY2lr17X52IMCNpSEPVSBTQnOavLBtHHA1ogDXWjGRkBo3wRapTHXupxjg0oxm2trZm+ejAwEDu3buXaWNLKUajkePHj1OxYkWKFy9O48aNuXz5MkajEZ1Ox4gRI7h69SrLly+nVq1aeHh4JGuC5ODgQN68eZk3b14iY2jMmDHMmTMHgyFlhkD58uWZNGkSANevX2fNmjXpZoBu27bNvBs0evToZAkk7Dt6lZodJ1Gh1Tgadp/MuSvqPXH83C2qd5hAhVbjqNVpEodP+6Z6fFq0HOUox+QxLnCBwp6F8fb2pkvNmtwEHoWF8SjgutlNd7wczy1u0Y1uTJaTaUADVrGKiUykY/xrLGOhQQO4eRN58SJLPlUNp6pUJZKk1QGLUIScVdo+W/KJdxFN+F6Miori4MGDzypMmaKq13l5QUjIf5tLd6SbJKarmuR1v9jPWd6eBaK3hfRWPrVg4W3EYghZeG8oXrw4RYokLZuaHvz5559ERUWlWXtDGUo3utGABsxgxgvHE9zttGipxdsRr/CmNKEJV7nKKXmKMYx5ZdnjHGe/2I8UkuliOlEkvtajGIUNNrShTbrEZCVQmMLc4Abe0pvlLGczm5n3yzy4CX5aP86ePfvO7AqZTCZOnz7NwIEDad26NT4+Pvj5+REaGoqVlRUFCxZk7969/Pjjj+TLl++FHaDk4ujoyLx58+jcuTOgGuRjxoyhW7duKbpWQghKly6Nu7s7AAsWLODRo0dpft2Dg4OZPXs2UkocHByoUKFCspS+YuMMPH4ayiP/UB4HhKHXq/djXJyBx0/D1M+fhhIXlza7ELbYUoUqOODAOO04ShYqSa3mD/kAsAZmdjWQ40YOBsf2Z/RMOzz/OQWoSU13s5t2tCOAAMr55+L7RbnIcVmV0CZfPihViolMRBEKJ8VJ9vAKgYphw5Bnz4KPD7RtC6j/NwmxJomu3Y8/IkwmxMWLsG1bmlyHNyIUrHzUaAAP6UFRimb8GN5ytmzZ8s58l1mwkFZYDCEL7zRSykzLOh8aGoqiKGnmSuCEE8tYxk52UoIXc11MZSoH5UF88KEGNdKkz8ygMIWpQIXXug8Wp7hZGaqsLIs99uZjYYQxRUzBIAxsEVs4xak0H+dc5uKEE3WogxNO1KAGWrRMZCLR2mgoAPSGSZMm4efnl+b9pyURERGsW7eOAQMG0KxZM/7880+CgoIQQlCsWDEOHjxoFn9IygUuJSQYQ127dkUIQWxsLNu3b2fixIkpysFUvnx5WrZsCai7QoMGDUr1GP/LvXv3zLtBderUoW7dumneR1oSRxwTmYhBGFhR+w6KRn2qIo5A83KhzMiyGOvPRmHo1I5c/lpssGECEwghhGpU48scU6nWcSoRjapCfMJcwPz9Yi/tX5/82MsLij4zKkJCQpBS4ubmRvfu3Z+Vi09kKm1soEKFtLkAb4BQBFlbZ2VT1CYuc9ns5meBTElUbMHC24LFELLwTiOlZP369Zk6hq5du+Lm5pbu/WjQUItaFKZwssq/i77eJzjBH/xBCCF44MFlLrNFbsEb70SGkwMOFJXq5MtZOlOINFQRCwiA+fNZc3YMkSISb+GdKGdTTWqqsRYa4AScPXuW48ePp13/aYiU0rwD1KVLF5YsWUJQkOp2WaRIESZNmsSuXbuoXr06xYsXJ3fuNFLii8fJyYm5c+cyb948QI0b+eGHH/j000+5f//+GxlDQgiGDBliftb27t3L4cOH03QF+9q1awBkyZKFYcOGodOlT06atMIaa3MerQvVs/Dkwm5W9OrFIODbmBiEoiCAQ7XgcQ6JQRj4gR94zGOihZooNdwZIrTREBxsbncb29gmt+GDD/nJb/48jjja0hZ33Pmd3185tl69eplzQAGwdi1y+3a4cgWKF0+rS/BGBN4LJGh1EFnJmqL6Cgrr4l8KSorHkdqcRGlNx44dM3sIFixkGhZDyMJ7Q+HCyTMQ0pqsWbO+NQlME3B1dTW7JUHKs6FnJGc5Sw1q8In4hJaoK/+eeNKCFi+oQ2nRcoxjrJfrucQlspEtVX3f4x6VqEQhChFdvyri00/ZWzWKItfBSlpRmtLmspOZzHa5nZ/3/AzbU9VtuhEaGsr27dtZunQpzZs3Z/Xq1UgpsbGxoXHjxvz666/s2bOH0aNHp7nx81+cnJzo3Lkzn376KdWqqTJl9+7do1OnTm9sDJUvX54pU1TJ5+joaPPfaUXCdfL09Hzrd4NAFTE4yEHWy/Vc5jI5S9an/qRJ1K5blxOo9vrORtB1FWbFuBKUoHiYJz9MsqGQL/z0FZyf1IWNBc+bJ/d22NGMZuQlb6L+9rCHzWIzISKE0Yx+pTGwa9cuoqOjn31gYwNNm0J88s7MwGg0mhcCUsIv/EJn0ZnOojPOODOMYSlKnr1gwYIM/U5OMLxeZ4Bdu3aNhQsXvhO/FxYspBUWQ8jCe8NHH32U2UPIMEyY2MxmDnEoyeM6nc4c+Pr3338TEBCQkcNLEb74ogh1YnWVq68t74IL7WmfJvmEZjObc5zjjryNte9dAKyMkgU3x3COc5TimeuIBg1NaUot+7czTiskJIS+ffvSsmVL+vbtS2CgGv9RrFgxJk+ezLZt2/jiiy/S3QB6HicnJ2bPns3ChQvJmlVdjT958iQNGjRg8+bNyW5HCEHbtm0pW7YsoO4KHTqU9DOQGgoWLPjO7Kg64UR72pMPNZF0jhw5WLVqFYvr1OFDoN0vEBi/TtBetscbb+4HX6Dw5TgO1wS3YGjZczUfig8Zx7hX9lWUouikuktWghKvlPH39/dPsVJgWpM7d26aN3+1OEtyuMY1s6BNlIhilpiFDz5v3M6jR49SPZbXkWD03L59m/Hjx1OjRg1q1KjBoEGDiIxMWgAjOjqaOXPmoCgp3+2yYOFdw2IIWbDwDvI1X9NWtKWuqPtaBTl/f3/0en2GjCs1tKY1rWQrPKXna91u0poSlEARClIDm36vh8yRA9mpE7UajqMkJc3lbnKTjWwkiiicnJzMblpLliwx593JDKSUnD17lgMHDtCvXz/+/vtvQE2CWrt2bdq2bcuOHTtSlc8nLShevDjLly83G0O3bt1iypQpxMXFJbsNZ2dnhg8fDkBUVBRTp05N84nbRx999Nbt8r4J2bNnZ+nq1Zyon5uYMNStIQE96QlAuQLt+WgFVDin4ejHpdXJvYSLXHxlu4UoxBnO8Kf8k33sM38ukaxgBaUoxYYxGyDjNGuS5vx5NQ6pbl14+BBbW1uyZUvdrjHAaEZTlKJopfoMOUpHcpIz1e2mFdeuXePAgQNs3bqVxo0bU7duXRo0aMC4ceM4fvw4x48fZ+HChS8oXZYtW5YPP/wwk0ZtwULmYjGELLzTBAUFJXa/yCDi4uIyNYnrKU4hpEAjNS+VgW3fvj1OL0tiaDLBoEFQujSsW5eOI00+dtjxD//wgAf0oEeG9t2LXmyRW1gml9F24L/w6BGsXg3W1uYyt7hFaUrzofiQhjSkZMmSVK1aFVAnIJm165YQJ1e/fn3q16+fyAj6/fff2b9/Pxs2bEgcr5GJNG7cmD179lAnPnj+9OnT/PHHH2+0e9C6dWvKlSsHwP79+9NkV+jatWscO3Ys1e28LQRkDeDhjodQF7gMQ/4ZQoFLBbgn7xEiVPnqh54KO8s/RQqJBg1DGUoUUWxlK/e5n2S7pShFL3olSvg8gxn0ED3wET4E5AuA79R0BplmTH77LVy4AIcPw7RpiQ6tW7cuxWqfJSmJDz7c4hZz5BxOcxo30j8+NCnCw8M5evQoGzZsoFGjRjRq1IgGDRpQv359Wrduzd69e/H29jYbPR4eHtjY2GAymVi2bFmitpydnS2GkIX/WyyGkIV3mgMHDnDz5s0M7zcgIIB//vknzdoLJJB2tKMudbnCldeW/5ZvyUY2XHFlO9tZwIIXyuTJkwedToeiKDx+/DjxwZ07EfPmqYHLffum1WmkG0EEsZOdRBCR7DomTBzgADd5/f0hELSgBd3pjo6kA+T3spc4oe5cnOQk8Mwd8969e+zevTvZY0srAgMD6du3LwMGDCA8PBxQRRAqVqzI77//Tt++fRFCvHVuXmXKlGHEiBFoNBpiY2MZPXr0G4meuLq6MmzYMAAiIyM5f/58quMawsPDzW6E7wOXNJeQuvhrkg9mtZ1FnTp1iD0dS0/ZE3tpzwA5AH/hD4AiFLKRjUY0orVoTQlK8IDkJao+yUlzDBICuAN169bFzs4u7U8sORQsqApFKAoUKJDo0L1791K9e5uXvHzCJ8kWrvkv0dHRhLxBLqUEddRTp06xatUqmjdvTpMmTahZsyYdO3Zk79697N271/w9nydPHipWrEitWrVYt24d27ZtY9u2beTMqe5eLVu2jNu3byfqY+HChSk6FwsW3nUshpCFd5qEyY+joyNZsmTJ8L61Wq3ZzedNecxj2tGO1rRmPOPZwhYOc5hRjHpt3frUZy97CRJB+AgfPuVTQkj6hzU2Npa//vor8YeensiEyXEKk9AaMTKc4dShDvvZn6I2kkM44ZSmNM1EM6pQJdk5gwYzmPqiPiUoYTZcksIHHy5w4dkHUVHQpw/GRvXwvrGIx6iTC2eczUUSFOzKlCmDs7P6eUYGGCuKwpUrV+jRowdLly41G0ENGzbk0KFDnDhxwmwEva3Uq1ePTp06mZOuzpw5841W6lu1akX58uUBmD17dqqC4J8nT5481KxZM03aykyai+aUlCXRGDS4T3fjB2BraCjew4YzPXQ6kUQyn/l8Ij9BJ3V0lp0pRjHzsxIlorisPwuDB6suZocPv7SvYQwjK1lxkk6U31YexsFff/3F5buX6UUvGtIw8TOW3kyejJw7F7l8OXz6KQAffvjhW6MCeOPGDfbvT/o702g0cuXKFS5cuMDChQtp164d7dq1o2bNmlSpUoXu3buzY8cOTpw4AYCdnR1lypShfv36rF+/no0bN7J3715OnDjBgQMHaN++Pc2aNcPLy8u86/PkyRN8fZ8l903oD1S3yrf5e8OChbTm3XWCtvB/j8lkMq8iV69enTJlymT4GJydnenWrVuK6v7Ij2ZZ5kpUQhEKQopk+5y74IJO6jBixAEHbEmc+0Wr1eLm5kZQUNCLk3QvL9i1C06ehBSKTGxiEzPEDIQU9KTnS11pQBVCMGGiGMXeuJ+b3OSJUN0Qr4lrBMpAcpDjtfV2o+7QGIWRI/IIlan8Qpk1rKGr6ArAHDmHT/gEFi6EpUvpuhY2FD2IvbTnAheoSlVKStU15gd+ANSYl6Y1a3Jv2zY2rlhB8+bN0yQW4WUEBgby8OFDZsyYwfr164mIUHfIHBwcGDduHN27d39nssM7Ojoyf/58goKC2L17N2fOnGHr1q2J1A5fhZubG6VKleLs2bPcunWLZcuWMXz48FRP4pycnMiVK1eq2ngb+IqvuCKuYG1lzdpa35K78Eg+/w1cg07QsmMTSpb2ov3Y9vzm9BtzmJOo3iQ5iepUp/7qp4i5c9VFkz59wNcXiWQSk9jHPoYznJa0pApVeMpTAL4//j3nlHOEhobS5t82PBj6AIFgMIM5zMuNqTTFxgYGDkz0UZEiRTI1Pg6gU6dOZgMo4Tv55sObnIg7gd82P84fPo9er2fnzp3muLn/fncXKFAAOzs78ubNS+/evXF1daV+/frmnd+X3f9arZYBAwawfPlynjx5wvz582nSpAmgupgnuPYOHDjQYghZ+L/CYghZeGeRUuLjoyr2ZLT7T3BwMFLKVPXrjrtZerUa1egj+xBKKINIXqLIXORiH/vYwQ460Qk7EruhODk50aNHD77//nvCw8MxGAyJV0QbNFDfKSTBN14gcMf9peXWspYuogsAi+Qi+tDnjfopQxmayCbsFDvpKXuSnezJqvclXzJYDiYXuehI0nkydrMbIQUSyR/8oRpC7u6q7HBTtUy0iGar3MoP/EC4CKej7Mh3fAeAiIlh+v795AAu7NnDgD59WLtxI9bPxRalhqdPnxIan+jS29ubefPmcf78+UTxNPny5WPChAl069btnZvAODo6MnToUA4cOEBcXBy///47JUqUoHjx4smKLxkxYgQbN24kMjKSWbNm0aNHjxTv0CYQFxdHREQErq6ury/8FrONbQDohZ5LRZ7y6++wuzFIAdLvFEe7nWKB8wKKGotyUXvR7BL6Iz8yzvQ9mktXwPaG2pgQEH9dj3KUb8W3IOEYxwhbOAWrTVtUQ+nDDxmeJw91dDrW6vUsuxaAFBIhRYpz97xPlCz5THhFr9fz828/M7bVWPTF9NAcGAPEqseFEOTLlw+dTkepUqVo164dAI0aNcLd3R0hxBsbdvnz5ydfvnw8efLkpTvYb6MrrQUL6YnFELLwXtC6desM7W/RokXExMRgb2+f4ja+5VucccaEiWEMe8GQSQ414l9J8fwP2saNGxk/fjz58+dPdttGjFznOoUohA02LxxvQANWyVVc4IJqQLyEHewwS85uZ/sbG0JWWPEv/6Jf9RfWa/+G7huhQ4fX1hvAAHrTm3vcw56k/5860pHFLAbgvDiPr/SlcPfuyNhYPj+1nHH1D1FYFsYee8KF6n62la3PGvD1JUe8WEdZ4Ml/jJSUEhAQwNq1a5k/fz7Xr18H1B3QBHU0R0dHsmXLxscff0zv3r3JmjXrWzN5kVKiSElkVBwBwRFERMbG5zCywt3FATeXLOistObx1qlThzp16rBnzx6OnzxDtdqNGTtuIvXrN8DG2gp31xfrJFC6dGnatWvHsmXLuHPnDsuWLeOzzz5Do0m51/fNmzf5999/32in18XJHq/ieYiJNeDsZI9DFnV31tHBDq8SedHrjdjbWePkkHExM5/zOSPlSDzxpF3OTzkij4DwRmrAyt4KY2HVxfS61XUuh1ymnEs5c11Nl26IDRuQbm7IGTPgyROzi5kjjoC6AJLFZIt24CA1PmjXLqhcGbdBg2hgMtEQ2D8vlkKNm1KpTSWGMSxjTjw6Gu7ehaJFIQlDISIign379pkNi4xASsmTJ08SCexMmzaN88HnUUbFKx4WAs86njTwaECtWrWwsrKiTZs2ZMmSBY1GkybCE1ZWVnzyySdmtzoLFixYDCEL7wkZreCWFpNdG2z4gi/SYDQvx8HBAY1Gg6IobxTDoqBQhzocE8coLotzhjMvuN4BdI5/vYqe9GQNazBhoi/JF2Z4wAN+4AeykpVx9/tj270PSAmbN6sTs2Ss/P/CL3wvvsde2nOEI5SlbKLjNaiBDTbEEYdGalSDTwjo358f6M8XMgo77AgiiK/kVwSL4MS7SyVKICtXRpw8yRbgSSpcb/R6PU+fPiUwMJBevXrh4+Pzwn3m4OBAgwYNGDJkCDVq1MDa2jpVk/60RkpJVIyeHQcvsfKfY1y89oAnAWGYTApODnYUzp+dZvVK07tDTTyzuyCEwMHBgYGfDObwuQfEanISbe3KV78fwmrOcZwc7CiU34OmtUvTu2NNcudwTWQMaTQaPv/8czZs2EB0dDQTJkygbNmy1K9f/43Hbm1tjZ2dHTExMW8c71WnalH2rBilGgRCoLNS/0+qeBVg/6rR8Z+DlVXGuWYNYxj96Y8NNmjRMtdzE4WYgpvihkNWBwZdGYQsKeEMHDt5jHKfPDOEiFceFMHByFy5YMgQ86EylGGj3MhBDtLnaVOEaAFIVWHRxgZ0OjCZUACDhDLHyjCuzavzE6UZoaHg5YXw80O2aAFbtrxQJDY2litXrmSIIRQTE0NQUBB37tyhZ8+eiURrzp6NV/vcBrSAcuHlOLDxALZWtukWy/T8LlJMTAx6vR5ra2sKFSpE0aJFzYsuFiz8P2ExhCy8F/z111/07t37jXY8kksggVhjjRMvkaJ+i/noo4+YNGmSOZg+uTzmMceEKiV8VVzFR/pQnvIpGkNd6ppjhJxxJpDAZLnJDGIQ29mORJLV2ZpRCRNgrRaSOflfwQoAoolmO9tfMIQccGA3u1nBClrRirwklpjOgirAcY5zBItgkLCHPRgw8IQn5F7vjTh1CqnVMktRUKQkJibmjdSy9Ho9ly9f5vfff2fjxo0oikJMTAyg7vw0b96cihUrAuDl5UXNmjWxsXlxhy6zkVJiMJhY8fcxvpuykcCQSNXQsbdBCEFgSCQBwRGcvnQX3zv+TP22C67OWdAbjDyNdsQ6R21iI9W4CJPJgElRCNQbCQiO4Mylu9y484Sp33Ulm5tjon5LlixJ+/btWb58OSEhIcyePZsaNWq88TUqXbo09erVY/v27URGRppdX1+HEAKtEGitX7wnhRDYJPF5RvH8TqibwZGJTz6B3Lnx63EftIAClIWIcxHqIsODB5AzJwwYAPPmIQsUYHady5xjG6MYRVGKAtA2/kVO1IWJLVuge3e4eBEMBgB+1+m4F/93hnH6NMLPDwCxbRsyJgbin0VXV1eqVKnCwYMHiY6ORlGUNF1EiIqKIiIiApPJxJ9//kloaCi3b99m165dmEwmc8yPi4sLNjY2tG7dmiJFiuD40JHmMc3J5ZjLLMKSEezdu5fffvuNr7/+Gk9PT/LkyWMxhCz8X2IxhCy8s2g0GurXr4+Pjw93797l0aNHaW4ILWc5vemNNdbsYQ/VqQ6o7jwLFrwoWf22YWVlhRACGT9BTy45yUk9WY/9Yj9lZdlESUXflN3spiUtMWFCixYTJv7iL7qRfNcj4eSsrlJv3Ahdu4Jb8nJ39KUvYxiDI460Jmn3yZrxL4DTnGYBC6hLXbrS9Vn/8RMUDRokkjKU4bq4TqfcOVktJSgKHYGPHz5k6NChLF68+JUT8bi4OC5evMimTZt49OgR69evN+fD0mq1uLu74+zszKJFi6hatepbafgkxeOAUBav9Y43gqBGhUIM6dUAo1Fh0dpDHDh+Hb3ByL8HLvFh80q0qFeGx0/VOuFRehACjT4AJfQKCA0695IYNO7oDSa2H7jIh80r0rphOWJiDepOk6JgY23FuPE/cunKdS5cvMqeA8c56H2MhvXrIATJdhnUarXm1fJx48ZRvnx5KlWqlJ6XK+MID4dKlRC+vsiuXbFaMRmBGhuHhJ07dtDnzy1kP3oUWaIEnDyJ/P57NrgfYKh1NzRSw2lOc57zPOYxv/ALOcjBF3yBVfPm0Ly52s+AARDvvlk0jZPcJovKlZGFCiFu3kR26GA2gkCNmSxVqhQHDx5kzpw5VKtWjVatWqWom8jISGJjY4mKimLJkiXExcVx7tw5jh49aj7+/K6iTqfD3d2dXLlysXz5cvLmzYudnV2mqNhZW1uj1WoxmUwsXryY7t27ky9fvgwfhwULbwsWQ8jCO4tGo2HAgAGsW7cOf3//dOnjT/5EQSGOONawxmwIVatW7a2RYk0OcXFxzJ07l5kzZz778MkTmDpVlc8eOjSRP70GDbvZzT15jzzkwSoVXxUrWYkRIxKJgjo5+pM/X2sIzWUu4xhHVrIylKHQ0gZatnyjvkcxim6yG044mWMbXoaCQhOaEEooC8QCisvieOGFRPKAB9SWtXHFlcY0ZrAYDMDa2o9xnQO9lgv+OW2F1OvZunUrx44do27duua24+LiiImJQVEUVq5cyalTp9i0aRORkZHmMlqtlvz58zNkyBA++ugjtFotzs7Ob03sT3IIConC75EqY60RgoJ5s1GxdAGyujng7upAZHQcGiHwcHdCrzcgpSQoJIonAWEAaDUCB1sI0weCKQ69EkvuUq3JlcuTbO6OGAwKiiI5dfEOfUYtIjgsihKFPBk9sBm4VYWc+YlAMH72HrK45KJquQ/QapN//WxtVffPJ0+eMHfuXMqVK5d5SUHTkuPHkTd9CXcC51Wr8Fy8mHU26/j82OfcnXSXs9sOmiVIhI8P8vRpqF2b5/dzEmTr+9OfnexEEQpO0imxuEuHDrB0KZhMbLazg8hITp8+TUREBI6Or37+0gQnJ7h8GfnwISSxKJbw/xseHo63tzctWrR47a6Q0Wg0P6f//vsvvr6+7NmzhytXrqAoCmFhYYnKW1tb4+TkhEajoWvXrri7u5M3b17atWuHlZUVjo6OmfpMt27dmr59+7JgwQJu377NrVu3EhlCBw8epE2bNm+Vy60FC+nJe/ANb+H/mZIlS5I9e/Z0M4Q60pH9Yj9aqU20o6DX69Olv7RGCGFWMDt9+jTBwcG4Jeym9OunJlZVFKSDA/Tvn6iuBg0FKPDfJt+YtrRlGcuQqNnrFaHQUSat4vY8ucjFH/yR6v5zkTwpZIlEj96s5BcbL9+0hz30E/3QSA1FKcpiFjNJTuKBeAAS5n8Cywba8MOcsWz/7CsiIiI4deoUderUISQkhBUrVnD06FH27dsHqIqDCbE/Wq2WDz74gDZt2pAjRw569eqFq6vrO2X8PE9WNwcK5MmGf2A4JkWyestJjp29RbmSeSlaMAdjBjanTLHceLg7YWurQwhBVlcHcuVw46F/KCZFEoY7ZG8E+mAwhFEmv2DaLwPwcHfCzlaHRiMwGk1ERMYQHhGDj+8jho9fxcMnkWCVBaTk2MVHjJq0lsW/9qVowRzJvp4TJkzg4sWLXL9+nQMHDhATE5MxE/h0JqpicWpdtOJ8KSMfb8/DPBsb2tGOOL84JvlN4hKXmF8WfD+CBuez0tTLC1C//27IG1znOl/yJfDsuRBSmP8207Qp3L+PKS4Om6lTYcYMTp48SXBwcMZdR2vrF5KoJjBy5EiOHz/OkSNHWLZsGaNGjUokd28wGIiNVc9p48aN+Pv78+jRI1atWgWoBlSCixvwwmKYnZ0dU6dONccfubm5vXWGtK2tLYMGDeLvv/8mICCAkSNHsnnzZvPxAwcOZGhONAsWMpu36wm1YOEt4xM+obFsjC22ePIs8egff/zxxrEgmYGDgwP9+vVj7NixnD17lsDAwGeGUHzckBQCntuZSGva0IY73EFBQYeOWBlLQQqmW38vxWRKUkUqAS1aNrKRWcyirqxLVaoCEIGaq0ciiSACV1y5ylV2y920F+1BQpzQ06FzB1YuXMmFCxc4cuQIiqIwf/58/Pz8zGpvWq3WbJi2bduWihUrponk89tCjmzOfNy1Dg8eB/PQPxS9wYjvXX987/qj0Qgcs9hSumhuBvWoT5uG5dBZacnp4cLAbnV45B/CQ/9QpNSAzhmsnADJ3vOx9PliEZ9+VI+2jcuj+4/gQHhkDC5O9gzu2YD7jwL4Z9dZFEXDuSv3WLvtFF992hydLnk/dYULF6Zfv36MGTOG+/fvs2bNGvr16/fOGqYJHHW7xnl3dUfnj+b3+V3GYYMNDRo0YNasWaCDT/YDzjCFQE6G3aBEdAmARIIu0UH3mbmhGD+0CsMjbxV6GXoRTTQhISFs3Lgx0QT6ypUrgBo7M2TIEBo1apSqc6hQoQLVq1dP0f+FXq/HaDTi7OxMpUqVOHLkCGFhYXh7exMcHGx2S7169arZKAgMDMTwXIyTEAJbW1vs7OyoVasWRYoUISYmhmXLlqHX69HpdEyZMoV+/fq9dcbPfyldujR58+YlICCAixcvcvv2bSpUqMCePXsye2gWLGQ4b/fTasHCW0BSk/b/+oCnhISdh/QMkNVoNFSuXJksWbK8uIs1fz58+SXkzv1C8sG0Jg950rX9VxITA40awbFjMHo0TJr0QhGJRCBoFP96nja04Uv5Jec4xzd8A6giCm1py0w5k3/4hwEMwEU44+zsDMDmzZsTrbLa2dnRrl07qlWrRst4974cOXK8M7E/yUEIgc5KS5dWVciT042/Nh7h4InrBIVGERurih+ERcRw+LQvvnf9idMb+ahtNXQ6LV1bVyVPTneWbjyC90m1TkysHkVRiNMrHD17kxt3nxCnN9KzffVE/dra6BjSsz7D+jTi4aMALvvcwPd+NHF6I0fP3CAqpiEuyTSEAJo3b84333yDwWBg+vTpdOnSBQcHh7S+XBmKF164S3eCRBC1ZW2sFCt27t7J1KlT1bgWOyALINR3i64tsLv64iLP348fU9ZgYP1IGOZ+jwpZ1FxFBoMhkSLa80gp2bZtG9u2bUvVOeTNm5dz584lmd9JFeowmL+Td+3axaNHj8zHt27dyqVLlwAICQkBVPW43r17ExMT84I6oxACnU6HtbU1TZo0IWfOnHh4eNC3b1+EELi7u+Pt7U2PHj3M36sVK1akS5cub70RBOr5/fbbb3Tq1ImAgACklPj6+mb2sCxYyBTe/ifWgoX3DAWFbnRjLWsRCLrRjb/4K90Molq1amHTyYYYtxhCCX12oEQJVfHpHcGAgUUs4jjHqUpV+tHPnATylRw6hIgPYpa//go//gjPTVYGMYgFLKANbVjDGrQk3nHQouUnfkqy6cEMZrAcBD17oqzsQm8pORR/TKPRUKZMGSpWrMigQYMoWbLkOxVX9qZIKTEYTRhNJiqWyU/JIrkIi4jG5+ZjTpy7xYHj1zhz+R4mk8LToHBW/nOMVg3K4pDFFqPRRKWyBShZJBfh8XWOnb3JH3/9Q3isDhAEBkeyavNxWjXwStSvg70NZYvnVXeXcmSlTrWy3HxwHCklZ877EBwSjotT8vN9FSpUiBYtWvD3339z/fp1vv/+e3755Zd3+v8uG9m4xjWuyqvkf5qfKUumMGHCBHPsi4PWgRIzS3C6ymnYBiF7QwgwBpjra7VaKgDlTCYkqhq4LiSER8/Fx1hZWeHg4EDLli3fONHny5BScuLECa5fv05gYCArV64kS5YsSZZdvHix2Rh79OhRkuIwGo0mUU6e2NhYs/twy5Ytze57hQoVonNnNS2Ap6fnC/nipJRs2bKF4OBgAKpWrcqqVatwcXFJk/NOb4QQ1K5dm3z58hEQEMDp06f5999/ASyxQRb+77AYQhYspIASJUqk+Mf+GtdYK9YC6k7EClbwvfyewhROyyGa2a7dTvBiVfq5i08XbnM7XfpJb37kRyaICQD8xV88kA+YwITXVyxdGunoiIiIgCpVEhlB/vgzT8wDYCMbuSgvUo5yL2spaW7cQKxYgRboA0z8TYPX8XY0btSYtm3bJopBeJ8xmRT+3nWWFX8fJzAkAo1Gw6TRH9K2UTlaN/Ti2s3H9By5gHM+fkgJTwLCCY2IZs9hH5b9fYzgkEisrLT8NKoDbRuXo1XDsrjoAvl22g6wUV0HHweEEhmdOC7FpEhi9aoLk6Io2Njam5USQ4KDWL16FV+NHp5slypra2tGjRrFtm3bMBgMrF69mh9++MG82/cuIqXERXEh7kAcfX7uw969e83HqlSpwmeffUb79u25e/cuSk8FfRc9w4cP58CBA2i1WjZv3kzpe/dgULwwgpUVA44do/9zRomNjw95Bw9Gu2ePqvBYuXKqxqwoCnv27GHHjh0AREdHM3To0NfWS5jIazQaatSoQa5cz2IEmzVrlqQSoBCCAgUKmN1WX8fDhw/ZtGkToF6/NWvWkCdPJu56p5LY2Fiz4Tho0CCLMWTh/wqLIWTBQgpo3bo1o0ePTlHdvOTFQ3rwVDwFIIfMkeyA/pRwX3Nf/UPC0yxPCQ8Px8npzXMiTWUqP/IjtanNWtaqyUdTyGMe05KW3OEOPejBJCYlynmSFH74wXPeiLOYxVKWsprV1KDGyyt6eoKPD/LiRahTBwATJtaxDgBn6UyYCMNaWqNDRznK8YQn/MmfNKXp608md26MObJh9SSAB7ngwWCFvz8bS0ltyiXH30WEEMTpjew7dpWo6Di0Wg0LVh8kR1Ynsrk7EhwaSUycIb4s5M7hirODPbF6I/uO+hATa8DKSsP8VQfIHl+nrFclXNxOExoFSElkaACKMS5RvxGRMWzacQavEnnxDwzn2NlbKPEuUoo+kjmzZ1C7RiVq1qyZ7HMpX748n3/+Ob/++iuBgYGsWbOGAQMGvHOxQlJK9u/fz5kzZ1i2bBl37twhKioKUOWkO3bsyE8//WQ21osUKWKuu2zZMipVqkRgYCD58+cnd6NGyMuX4ehRLn7XhqYVWpGVrGxhC/nIB7/+CgEBaj6iadMgXmAgJYSHhzNs2DC2bNlidmUrUaIExYoVe23dXr16mdMo5M2bN10M2MuXL5t3g1q1apWkEXSEI1zhCp3pjDNvtxHt4+MDQPHixenYseM7d59bsJAaLIaQBQsp4ObNmy/4lScXBxy4yEW2y+1o0NCMZq81AlJDX21f/vD5gxvGG8SMiGHv4L1vnFVdQWEMYzAJE1vYwj65j2Y0S1bdMYxhMYvpQQ+mMAWB4E/+5BznQMBMZvJYPmYta1/Zzld8hTfePOEJDjgQRBARRPATP7GN18Qf5MoFuXJxghN0pztRROEvEisN6oWe2XI2F7mIRDKIQWxgA+UoRwwxdKYzpzjFRCbSl77PKmbJgv78ST7aVZQ9zfSYYqzIap2VdPwvfSvRaAS1KxehUpkCHDxxDZNJYfWWE3ifvIGdrTVh4dE8jpfJdnXOQscWlXBxtqd25cJULluQQyevYzQqrNlyksOnfNU6EdGERQuQCih6/K4exfvgXvIUfraqbzQprNpyAu/Tvuj1Rh76qxNnpBFin/AowI8pU6ZQvnz5F1ycXoaNjQ39+/dn2rRpxMXFMWPGDLp06ZKiBYTMQErJo0ePWLlyJePGjTOLASRQsWJFRo0axYcffmie9Prjz1a2UoMaFKMYrq6uWFtbYzQaWbhwIVOmTIFZswAYQm388cfpxhPOeA8mX/MFULEiYskStf/4BMApITw8nIEDB7JmzRrzZxUqVGDt2rUUeIkaXEYSGRnJ77//jsFgwM3NjU6dOr1Q5jjHqU1tpJCskqvYz/5MGGnySbjWdnZ274VKogULb4Jl/9PCO42/vz8REREZ3u/69esTyai+KR540Jve9KQn2Uhf1ykXrQs/X/8Z2yq2yH2S1atXv3EbGjSUohQA1tKaIqgrx1vZSkEK0pSmhBH2Qr173GOymEyQCGK6mM4tbgFQlrKYQ6Ik+KCuSMYRx1rWcpKTL7S1iU3cEXeIETHUox6KUJBC4oXXC2XPcY7VrCaaxBPAH/mRO9zBH3+QqgSwvVQnx07SiRrUQAoJAu6Ku1ShCj74sI1tbBVb8Rf+jGDEC/3ZeeRDOdmGoCGAF8z/bX4ixan/B4QQ5M7pxvgRbalZsQj2ttYoJoW7DwK5evMRjwPC0FlpyJ87K2M+aU6HZhXRCEGenO6MH9GOmhWLYGdrjaI8V+dpKFZWGnJ6OGGjvwlRdxk+/DPOn79g7tfG2op8ubLy2D+UB4+DkVLiYG9D+6blKZLbGpD8+++/nDz54j31Kjw9Pc3CFg8ePODOnTtpebnSjQcPHjB58mTq1avHmDFjzEZQxYoV6du3L0ePHmXHjh2JVv5NmKhGNQaIAVSkIo94lKjN/wohlKc82Z5KzpSHDgO2E1O1LLsH5EfZvQu5cyeMHJmisf/XCLK1tWXy5Mn8888/b4URJKVk4sSJ7Nq1C1BVBnPmzPlCuRvcUL9HpOoK/bZSqFChzB6CBQuZj3xPCQsLk4AMDQ2ViqJY3u/pe/Xq1Qmxu/Lw4cMZ1u+gQYMkIMuWLSvDwsIy9Rr4KD6yolJRVlGqSF/FN8kyMTExsk6dOhKQHTt2TFE/QUqQXKoslZeVy+bPCioFJQoSiZytzH6hToQSId0Vd4lEuiguMlR59jxuUbbIEkoJmU/JJ7cr26WiKLKL0kUikUIRcq+yN1Fb3ZRuUqNopFCErKPUkauUVXKDskEaFEOicieVk1KjaCQS2UxplujYaGW0JP6VU8kpyyhl5EHloFyiLJG3lFtSURR5UDkorRVrc7mvla9lPiWfFApSY0Ru6mgtlfz5pbJwYaK29+zZI62srCQgXVxc5KVLlzL1vsist9Fokg8eB8sN/56SoyetkV2GzpUffjpLfvzVEjln2V558aqfjI3TS5PJ9EKd9dvVOl2HqXUGfPmnnP3XHnn28h3ZvEVL87NepGxd6VRyoCR/b5mtwlC5dusJuXT9Ydn7i4Wy76hFctnGIzIgKFwuXLhQ6nQ6CchWrVrJqKioNzqXw4cPSxsbGwnIfv36ydjY2Ey/vi97GwwGuX//flmhQgXzdQKkm5ub7NevnwwJCXlp3TAlzHy/I5FHlCPSYDDIr7/+WrYE+cjRUSrt20slMlIqiiL1il7uPD5Bbm+KPFINKUE6hyDnKHNSdQ7r1q2TQggJSFtbWzlz5kxpMBhS1WZavvfu3SuzZ88uAWljYyNXrlyZZLkIJUK2UFrI3EpuuUpZlenjftk7MDBQHjp0SHp5eUlAdujQIdFzaXlb3u/yOzQ0VAIyLCzslfaCxRCyvN/pd2YbQj/++GOmX4PuSnepUTRSo2hkP6XfS8v98ccfEpD16tWTERERadJ3c6W5efK0S9mVZJnbym05T5lnNjT++76sXJbblG1Sr+hlYaWw2bCaqkxNVO6cck5+oHwgrRQriUS6K+6JDKuE9yJlkXlMWkUrNymbzMf0il6uUlbJzcpmaVJe/oM/T5knsynZZEulpcyj5JEoyJWdkduaqpM+CVKxtpZK/CTNX/GXq2NWyz5f9JE4I2mF7DG6h4yLi8v0++N9eT958kQWKVJEfd5tc0rydJHk7y09KgyV+476JDmBCwsLM0/yhBDy+++/f6M+Hz9+LAsUKCAB6eDgIM+ePZvp1+H5d2xsrDx69KjcvXu3bN68ubS2tjZ/H2bNmlX2799fnjt3LlltTVAmSHfFXfZQepgXF+bOnSv9VMdE9Z5fvNhc/mvTV+bnrP06pEbRyAHKgBSfy7///ivd3d0lIO3s7OTMmTOl0WjM9Guc8N67d6/08PAwX98vvvjirTLSUvo+ffq0dHFxkYDcsmVLpo/H8ra80+qdXEPI4hpnwUIq2LRpU6a45j1PAQqgCAVFKMlKVLp//37Gjh2bJn2vYhVz5Vz2yD00pGGSZfKTn4/5mAK86NpynOOUoQwtRAv605+JTMQNNyrKinSne6KyZSnLfvZjFGpiyCARxH3uv9Bme9pTTKpB1SZMDGCA+ZgWLXniX6+SK/+Yj/HHn81sphCFQIBNHDTf8Vyh3LlBoyGKKLzwoottF3b8vAPtGS1shmVjljFn9ZyX9mHhzciWLRtfffXVG+X0cXBwYNiwYeh0OqSU/Pnnn9y//+I98zI8PDwYOHAgGo2GyMhIZsyY8WI+rkwgLi6Offv20aZNG2rXrk2jRo3Yvn07er0eIQReXl6sXLmS+fPnU7Zs2WS1+TVfE0AAS1mKFi03uMENzxv4imderDznnnZcnDC7l+7q4EB+8jMsog/s2AHxQgLJZceOHXz00UcEBQUBqhx1wnV/W5gxYwZPn6oCN+XKlWPgwIFpJhOemQQHBxMaGprZw7BgIdN4e75lLFh4B7l3716mx4J8z/cskotYIpcwmpcr2bm5uZkTeJ45c8asHpUaHHFkIAOpT/1nHwYFwf79aiLTeCKJZD/7E+cxAk5wAkUoABziEB/yIYEEcpKTScZO5SIXn8pPsZbWdJfdKU7xF8o448wiFpn/nZe85r8nM5maoiblRDnWsz5Z57ie9UyX03FauhE5Ywbyl1+Qv/0GBw+CEDzgAY+FGkPxWPsY0wfxIhpuMGfXHMskI40QQtCzZ08aNWoESJAKAgVrays0mqSNWiEE3bt35+OPPwbU+JnFixe/UZ99+vQhX758AKxdu5arV6+m+lxSSmxsLOfPn2fs2LE0adKEnTt3YjQa0Wg0lCpViooVK7J06VIOHTpEgwYNUqz+dZSjlKQk01pP48MZMLlrbvz2/wVFiqj3vcHAl3yJG27kIx+nOc1NvQ8ly/dANG8OZcpAfI6i1xEREcH3339vNoKqVKnCkiVLUmxkSCQnOcl1rqeoflL4+vpy4sQJQDWC1q1bR8GCr190epcoUqQIFSpU+B975x1eRdHF4XdveichtNB77x2p0psoCiIiVUBAUD+K2BEpgoAgoDRBOtIElN57771DIEBCS2/37pzvjw0LkZZASFDv7z7ngexOOTs7uztnTktrNuywI/WROoZqqQ+7adx/g+6ZxpUqVUpCQkJSrd81a9aIi4uLpE+fXm7dupXm45AUslqt0r9/f9NMaPfu3Snfz82bojJkMMxoypcXpesSr+KlkCokCJJNZZMIdd8s75q6JgVVQXFWzvKr+jVFeVmpVspQNVSuqWvmsfqqvqAMH6Qeqsczt31b3ZZtapvEqljRlS55VV7DpE8hBW0FBR1hGeLg4iATJ05M83v/byFd12Xbtm3i7ukruGYRi0d2GfrjNLl1J/yJvg1Hjx4Vf39/ASRHjhyyZ8+eZPU5fPhwsVgsAki7du3SxORx9+7dUr9+fXFwcDDNsxwcHKR06dIye/ZsiYyMFJvNliI+Ht+r700TVa9Q41/XOIscLedmPNuNGz9c7/Jl02xUQNSRI0/tJywsTNq0aWNeT8WKFeXy5cuiT5ggqnp1UZMmJZv3QWqQIIap3nK1PEXG/s8//zR5nD59+r/Kj2bNmjUCSKVKlf5V12UnO9lN4+z4TyFz5sz4+/unWn+FChX6x5lFODg4ULFiRZydnRERbt26lfKdHD+OdtPISK/t3QuRkdzgBqc0I3LSVe0q5zhnFs9MZk5ykhhi6ECHFGWlPvX5lE/JTGbzWC964Y47fvjRiU7P1O4tblGYwlTVqlKPegC0oAUAGhrNLM1Yv3k9bm+7ocfp7NmzJ821hv8WaJpG5cqVqVenBsReR0VdoWBOH/zSeT5R+1GwYEFatWoFQGBgIMOGDUtWnx06dCBHDkOzuHDhQm7cuPF8F5JEXLlyhQ0bNvDee+/RokULVq9eja7rODo6ki9fPnr16sW2bdto1aoV7u7uWCyWFMkB04pW+Eb4YnnACjDWWbGjdIKWd+3ahytly4a89hoA0rQpFH5YW/sgRITevXsza9YswIgQN2jQILIBlg8+gC1b0Lp0gaCgZPG+ilWGwhBhAxuSVfdR2LlzJx988AEAWbNmpXLlyvY8O3bY8S+CXRCyw47/EBo2bEjevHkB6NatG+fOnXtKjcdDEE5xirvcvX+wQgWkcmXj/Pvvg5cXWclKZTGOFZWiFCVxolEdnW/4hpa05BCHnpmfpKAhDQkllGCCHxl2Oyk4zGEzGe4WbQuxxPI1XzOc4QxjGAMYQKWKlWjQwEjGOnPmTH5LyK9ix/ND0zTGjh1L4acstB+Eo6MjXbt2NROG7tu3j6FDhxIbG5uk+n5+fnTv3h2LxUJsbCzz5s17YcJtVFQUX375JZ06daJKlSrUr1+f2bNnExgYCBgmTNOnT+fw4cMMHz4cNze3FF+Y5yAHX0/7mgwe8PFQByw65L7rS9PTCQlX+/R5uNKiRfDnn8b/W7SAp2wUHTp0iCVLlgCGEDRkyBBq1aqF5u6OODuDphn/uromi/de9MIZZ3zxpS1tk1X37zh9+jRvv/02QQnCWK5cucxkrXbYYce/A3ZByI5/BWJiYp4rr8+zQtf1NA+WkBxYLBYz03pgYCBnz5595rb+x/8oohUhN7nva3lcXWHbNiQiAiZNAuAmN9mN4Vh9XDv+UICDecxjkDaIhSzkTd58Zn6SCkccsTzHq68SlSgphgN6J+mEG2644kqfhJ8rrri5uVGhQgW0ahrxW+Pp9nY3GkQ1QKFS6jL+08iaNSsBAQHJqlOkSBH69u0LGL59X331FUeOHElSXU3TaNeuHX5+fui6zoABAzhx4kSy+X4cIiMjuXz5Ml9//TVvv/02Q4cOZdq0aQQFBaHrOv7+/pQpU4Zx48axaNEiWrVqhZub2wvTSiuliAiPINgGV66/S3hsCGfT3STzxpNIZCQMGvRwpQQhSDQNli17YvsiwrFjx0yt9DfffEPPnj2N4Ajp0xsap169YN064+9k4C3eIpRQbnCD4hRPVt2/8zh58mSuXr0KGPNn8uTJL27MUZzlLHGk/ncM4OLFixw7dixN+rbDjrSEXRCy41+BrVu3MnTo0FTvNzQ0lBkzZqR6v88Ki4OF6ouq4zbPDYrBiBEjnlmAnMMcAMK1cNax7v4JTQMPDwBs2GhMYzMggiYajjgmamc/+83//z2R48uIecyj+3QPrratzeRt7RKdW8Ma2t6ox6KxNemZMQOOKxyhPCgfxRrPNYxSo9KI638vIiMjEZGnlrtnVvf+++/j6OiIUgqlki6Yenl50ahRIywWCzExMfzyyy/PwzaRkZEEBgby9ddf07JlS4oUKcLgwYNZsWIFIoKzszMff/wxI0eOZPPmzWzdupVu3bpRtGjRF26aFR0SwtKJEwFDsHHXPLAEXTeebXf3R1d67z1wcgJHR2jX7tFlEhATE8OPP/4IGEk9W7dunVjAqFYNfvwRqlZ9Jv5dcX3oPfMs2Lt3LwDZs2dnwYIFFCxY8IWMvSA0pjEFtYKUpCRRPH8gm+QiODjY1DraYcd/Cc//prDDjjSEi4sLDg4O6LrO9u3bU61fi8WCm5sb0dHR2Gy2VOv3ebFSW8nwgOHQAigLWwptYe/evVR9hgVHZzozhCGkl/Q0pOEjy1ziEvu1BEFHg7EyluxkT1SmEpUSTmvkJGey+UhN7GEP4w535lAHUBrwx24jVLCjI2GE0ZSm2DJZmf0hnM+zBbd3PbBy34Rq3+59UDnt+P83YuzYsbRu3TpJC9QiRYrw008/sWPHDk6cOMG6deuoVKlSkvpxdXVl1KhRbNmyhUuXLhEREYHNZsPRMemfUaUUQUFB/Prrr+zYsYNdu3YRFRVlCnLOzs54e3vTunVrypUrR6tWrZLVforg6FE8X3mFfZGR9AI8dB1y50YLCUH69YPvv390vTp14OZNI1SCt/djm1dK8emnn5rauIIFC5I9e/bHlk8rnD9/nkuXLgHw7rvvUqhQoRcmgIYSymptNQBntDMclINU5dmEwORARIiOjn7h/dhhx8sMu0bIjn80GjRoQLdu3VK938yZM5vO1/8k3DPN0jQNHAzTvrVr1yZpR/3vGMQgrsgVLnP5sQJMLnJRQSoAUEbKJMrpcw9v8RbDZBjtac8SliSbj9SEQqE9MFQ2iaenfMhOdiYceeCkBquuTaHyTgsZQqDVXHBvd4CbCcEk7EgZJFej6eTkZOan2bp1a7Lq+vr6mqG4//jjjyT5fum6zt27d1m0aBGffvopZcuW5bvvvmPdunVERkbi7OxM+vTp+eijj5g6dSqnT59mxIgRtGnTJtWFoDjiiFwyCxUZyebq0LA6vJ3HDS0hfw6TJz+5AS+vJwpBIsKePXuYP38+SikcHR3p3bt3Cl5BykBEOHnypJlzqlq1ai9UC5eOdNQTI/BKfslPaUq/sL4ehM1mY9QoQ0vt4OCAk5NTqvRrhx0vE+waITv+0XBxceHVV19l3LhxqdqvxWIxc/L8k9CEJgyVoRzUD3Lo80Oc4Qzr16/nq6++eqZFV1ayPvG8I45sYxvn5Tx5yIMTD39oLVjoS9+n9iUI0UTjgUey+UwpVKISjUp9TudJQ6izDiZ0jWeT0yR+YzbBBLOIxcwK/oHXFsSTa0A3cuVowfZinSA6Gg2o3fkc/Y70Y0rNKf+4qIP/FmiaRtWqVTl27Bi6ridLq6Npmvncx8bG8ssvv9CsWTMyZLif8yo6Ohpd11m+fDmXL1/mzp07TJ8+nfDw8ETBGXx9fXn33XepUqUKtWvXxtfXN/W1Pw/gEIfodqwaK0ZHoQE1toBugYNqLuLjgxYWBu+881x9xMTE8MEHH5ibAZ999hmvvPJKCnCfcrgnBH366acABAQEvPCcQRoaK1jBOTlHTnLiQup8W7Zs2cKOHTsAqFChAjVq1EiVfu2w42WCXRCyw47nxMGDB4mOjsb9cbbzLxE0ND7lU8QifJzhY85whr179zJixAg+/fTTZO96CoKO/kR7fEccKUjBJ7Yxj3mc5CQf8AEBPOwEr6PTlKas0lbxhrzBQhaikXI7tEc4wlzmUo961KLWE8s2oxkVOw9hyvuABgjo1lhsTjaa0IQmmZtAz4TCv/2GFh2NAN9/DBt+ABynk35lekY0GJFi/P8X8ay71xaLhdq1azNhwgS2bdvGrl27kmQaKiKEh4ezb98+89ihQ4dYunQpVatWZeXKlQDMmzePK1eucPfu3UTaKk3TcHNzo2LFilSqVIkuXbqQPXv2l0Ygns1sms6LIl2oOa0BcIvR4WIgcu0a5Mt3v4LVavgEJREiwsKFCzl+/DhgmMR17NjxpdNC2Gw2unXrxqlTRsj/fPnymdEGXyQsWCjAi+/nHkSEzZs3mwl5+/Xrh7Ozc6r1b4cdLwvspnF22PGc2Lp1K5FJzKL+skDTNBo1aoSmaVitViZNmpRsR9nb3KY4xXHFlZGMfGZeVrKSd7V3GcIQ3uKtR5Y5xSlWaasA+EP7g8tcBgxTtWlMYzjDieDZovfFEUcNajCc4dSjHpe4BMBVrjKQgfzFX4nKl6McP8gP1KMe3Wxd2PmaPzEuOt7tehr+EQ8iNNRYUFosjOmjmW/czUc2J8tR346H0bOnIW3evn2b8+fPJ6uug4MDmqYRHx/P//73PzM88qNgtVrZvn07o0ePpkKFCvz+++/mORHh559/pkWLFvTu3ZvevXuzd+9ebty4gVIKFxcX6tWrxwcffEDfvn05evQoS5YsYciQIeTKleulEYIA6lGPtXVBWQxBaFdO2FDNDaepM0EpQxvk7m5EjHvlFSNCZL9+SW7/yJEjfPvtt+i6joODAxMnTiRnzpfHJ1BEOHXqFP369WPXrl2AESQhOTmn/knQdd0U3suVK0f9+vXt+ZHs+G/iielWnwE2m02+/PJLyZUrl7i6ukqePHlk4MCBopQyyyil5KuvvpLMmTOLq6ur1K5dW86cOZOondu3b0vr1q3Fy8tLfHx8pGPHjhIREZFkPsLCwgSQ0NDQNM9ua6cXR7quy8KFCwWQ2rVrp2rfU6dOFScnJ3Fzc5N169aJzWYTawI9KsO7ruui67pZxmqziS3hmM2mJ6muzaab/dwr96Rs4Poj2zeORUZGSqdOncyM6UuWLEnUllVZ5Vf1q4xVYyVGxTzU9jQ1TUj4+SrfZx7He+1oSpM8Ko9xPDxc1KhRoubMEaXrEqkiJYfKIQhSQBWQWBUrSimZpCaZdVur1s/Uf5gKE4uyCMq4loPqoCilpLgqLprSBEG2qW2Prn/okIgh/oiAqCtXEp+PjBT1/vui6teX5Yd+Ev/D/sIIxN3bXQ4fPvxC5qXVapPjZ67K+h0nZP2OE3Lk1BWJj7c+9TmKio6VY6evyqadJ2XTrpOy78hFuR5yV2y2h+eXrusSGHRLNu06Ket3nJAd+89KWER0qmam37Ztmzl3+/fvLzabLen3PCxMihcvbtb/4YcfTN7j4+MlLi5Obt26JdOmTZNWrVqJj4+PWRYQFxcXKVmyZKJjgGTNmlXat+8g773XVqbP+l2OHT8p4eHhqTYmz0Mn1UnJrDJLvjOOUroa4mCxyJShQ0UVKybK0fH+HHdzSzzn4+Ke2nZ8fLx07drVHKfGjRtLTMzD75S0pPj4eKlcubLJo6ZpsmTJkjTn60XR6tWrxcXFRQDp1atXqj67drJTalBoaKgAEhYW9kR5IcVN44YNG8Yvv/zC9OnTKVq0KPv27aNDhw74+PjQq1cvAIYPH85PP/3E9OnTyZ07N1999RX169fnxIkTuCYkT3v33Xe5fv06a9euxWq10qFDB7p06cKcOXNSmmU7/sGQhB3ZtECDBg1wc3MjPDycWXMXsetkNDfvGFqJjP7edGpZnYzpvRLxun3/OZasPoASwdHBQv0axalcJi+zl+zk5LnrAHi4u9CxRTXy5MhgBjEIDY/m6OkgDh6/TNCNu9h0Hb90nhQrkJWyxXIRkGPD3tcAAQAASURBVDkdFk0zd/REBBHh5p1Ijp+5yoHjgdwICQMNsmbypVyJXBQrkJWPPvqIP//8k5CQEAYNGkTp0qXNCE5jGEMfrQ8InOMcP/JjousvT3lcxIU4Le6p5mRPQitasUt2cZzjDGawcbBLF5g3zzDRsdlwb9OGwxxmv+ynPOVxxjDhuM51LGKoWZ419LYXXkxjGuMZTzNpRglKmG1LgoHQda4/unLu3EiWLGjXryP58kHGjInPu7ub+ZQaAiNn+tBuYDui20WzyWXTc+U5eRzirDZGT1vL73/uRoBmdUszdkAbfLzcHlleRAiLiGH01DXMX76XGzfDAEjn7U7v9+vT5Z2aWCyJNRe6Ev7acJgBo5cSExdPnuwZmD7ifYoXypbi1/M4+Pv7ExAQwLVr15g5cyadOnUykwU/DZ6enowYMYLWrVtz+/ZtJk+eTN26dTl27BgLFy7kxIkTWK1WLl26ZD6DmqZRpEgRypYty4cffsidO3do1aqVmUcsc+bMzJg5m/SZc/PX+kOs2x9MlVd88fBIO5+25OBXfiWYYG7kE7J/DJFbFS6ffWYaoAqGpoiqVZHdu9HCw5GKFZNkHhcXF8fy5csByJ07N999991L52OplOLuXSM5dNasWWnfvj116tRJY65eHKKiokzTzddff92uDbLjP4sUF4R27NhBs2bNaNy4MWBkYp47dy579uwBjI/u6NGj+fLLL2nWrBkAM2bMIFOmTCxZsoRWrVpx8uRJVq1axd69eylXrhxghEht1KgRI0aMeGQivbi4uET22OHh4Sl9aXa8pLiXlO/e4j+1Xuiurq7kzZuXgwcP4mDR2HvkIkvXHgTA18edUoWz06BGcZOf2Dgbc5ftZsLsjQD4+3lSq3Jh4uNtLF1zkJWbjwKQ3teTBjWKkzu7PwKcuXCdoT8vZ83W44SGRxNvtSECjo4WPN1dKVk4O591b0ztKkVICIZFvFVn486TjJu+jj2HLxIeGUu81Qjz7eLsiK+PB/WqFaVf10YULlyYkJAQ9u3bx969e8mWLRuaphFIoClkBPKw2VwRinCCE5yTc9Sk5lPH63M+N4QNmvEbv5lJTV1w4Rf+lpPl0iUjszxAgsmeDz68yqsAXDyzGu2112jpYGPTluLEpfdkFM+eo+e9hN+DmMY0BjCAslKWZjR7dEUvLzhyBNmzB6pUeeqi8PWICGr/DusbwEd8REEpSD3qPTPfj4RAbKyV8EjDMT8mNv6pUQGPnLrC9EXbuRx02zxmtel4uLtgcXjU8yTEW21ERMUQE2slMjoOPZVN/QoUKMA777zDyJEjCQoKYseOHeTJkydJz7+madSpU4dmzZoxdepUzpw5Q926dRNF9LvXjpubG/Xq1aNOnTq89dZbZMqUCTDeN7t37za/O+4eHuw7cZOPPp7E2UvB5M+VCZtNfwFX/mJQWSojFmOe9JuE6a5vCkBNmiA9e0KNGnDrFnL0qJHv5ykQES5cuEBMTAyaptGxY0dKlSr1gq7i2aDrOiNHjuTChQsATJw4kUaNGqUxVy8O976VdthhxwvwEapSpQrr16/nzJkzABw+fJht27bRsKGRZ+TixYvcuHEj0U6Lj48PFStWZOdOIwTtzp07SZcunSkEAdSpUweLxcLu3bsf2e/QoUPx8fEx6WXMS2DHi8WePXvYv3//0wumENKlS2fO6zWr/qJ8sSy4uRoL4YioWLbuPYM1YSEkIoTcCmP3ofu+DEXyBVC2+JNt5CMiY/hh4irmLttN8K1wXF2cqFwmH2WL58LFyYnQ8Gi27DnDt2OWcumqIRAqJWzceZKPB85h5aaj3LobaQpBAHHxNm7cDGPOsl18NXIx7Tt1x9/fHzASrN7zl+hLX2pQg/KU5zu+A2AjG5nFLGIxFtm5yU1d6j4yGtyDuM1tvte+J0KLYJY2i4McfPLg/vgjlC4NjRrBBx88dDpwfH9ynLNS4JQwrO01trGNUpR6cpvJRGMas5e9TGDCI4NB7GQnechDyfSvcqFhQfDxMc99z/dkIANtaYvO/cWw1+DBXMoLCVHMOXZrT4ry/EgIxFttXLxyk0MnAjl/OYTYOCsiglLClet32Ln/HLcStJmuLk40q1uaPp0bUK18ASyahq4rrgWHcvjkFU6eu0Zk1LMl4U1pdOnShcyZMwMwefLkZOX00jSNHj164OfnB2AKQV5eXjRp0oTJkyezb98+du/ezcKFC+nRo4cpBN2rnz9/fooVK0ahwoXRcWPrnjOcvnCDuHgbMbFWjp+9xqkLN4iNsxIWEcORU1c4cOwyx88GEREVS2DQbQ6dCOTS1VtYrWkkNInAn39Se9pdSrQrhqW+hXOrE64RIEcO5K+/YOFCqFsXnJ0hIADq1398ctUExMfH89VXX9GoUSNu376Ng4MDb731aD/AtMQff/zBt99+S3x8PJqmkfHvmt1/GUSESQmaajvs+K8jxTVC/fv3Jzw8nEKFCpmJLgcPHsy7774LwI0bNwASfVDu/X3v3I0bNx56ETk6OuLn52eW+Ts+++wz/ve//5l/h4eH24Wh/wjy5cvHkSNHiIyMTLOgBXfu3qFSqdzkzOrPqfPXsdkUOw+cJzQsmoz+3ojAiXPXuHjFEFacnRyoU7Uo6X09iYiMfWy7l67eZt32E9h0hYODhVZNK/JFj6bYdJ1xM9YzfsZ6ROBC4E32H71E7hwZuHU3gnHT13H2UjACODpYKFU0BzUqFMRisbBj/1l2H76IzaazeusxXq1SmBIlSrJhw3p27drF9OnT+eyzz8hqycp61pu8/MmfNNMMzchaWct0pid5fLzxJofkIFALxFu8n544tWJFeCA619/hUKYcDuowAJGlX0ykpXDCaUlLTnGKMYx5SCs0kIFc5jIaGuMYZ2qkoojicz4HDWYxi87SmWoYO+dSpgzjei7no9FQ8Ax4jl4G6798IfzfQ/CtcIb9soJNu04RFBJKxvReNHm1FB+0rklGf29+nrmBiXM2ERUTD0BcvJUNO0+ilOKDd2sSHRPP/OV7+W3hNs5eCsbdzZlXyuZD0zSUSttd5fz581OxYkWWLl3K3r17Wb58Oa+//nqS65cqVYoePXrw3Xff4ePjw5gxYyhdujTFihVLlmY5MiqO78b+yeJV+83Nj0tBt3i//zRKF83J5KHtuXjlJj0HzObm7Qhy5/DnrYblWLr2IBev3KJJ7ZIM7fsW6X09kzsEz48JE9B69MAHaKlpHBFhnIMD9Vq1oqGDA9SqBa++aghAycSJEycYN26caaEREBDw0pkK6rrOvn37iI835n/Hjh0pXLjwM7c3l7l8yqeUpjRzmYs7L1800Q0bNrBlyxYA/Pz8zM0AO+z4LyLFBaH58+cze/Zs5syZQ9GiRTl06BAff/wxAQEBtGvXLqW7M+Hi4vLS2Rzb8eJhsViYMGECJ06cMMOdpiZatmzJ2LFjERGyB/hRs1Ihzly8gVLCqfPXOX3xBhnSe2G16Wzfd46wCCOLd+YMPtR5pQgOlicrZZVSpsmRUsKRk1f4a8MhShXJQZNXS+Ll4YqXhyvpfT0pWiAriHDi7DV2H7poBjArVSQHEwa1o0Qhw+Tt9IUbDBi9hJg4K+lL6lwsuZcufbpw+PAhbt++zezZs+nXr5+ZdPIejnMcTTQE4QhHkjVOTjixhz2sltVUpSr++Cer/t9Rtd1k9mcrgDXyLtWbDnzmdi5ykda0Jp54pjOdYhQzz81hDmu0NSDwCZ88JAiVoASrtdUIQjG5X+9BDRDAMlmGt+bNGc5QbP63VC59ltOFDY15l/xhhIaGki5dume+hqdh96EL7D50wVygh9wK5/ylEMIjovniw6ZERccRFX1fwyMCEZGxhEXEYLXpLFlzgK9GLuZaSKhZ5tLVWzg5OhAXn3QNzItCx44dWbZsGXFxcaaZbFIgIsyfP5/Ro0cDhqnde++990ymtSIQERVHdGy8eUzXFaHh0YRFRKPrCqtN505YFLdDI4mJi2dU0Bpu3onAzcWJwnmz4OXhmux+UwTHjiEWC6IURURwq+VGn+F9qHW3CtRvhDZjBrJ8Ocyfn6xm4+PjTSHIYrHQs2dPunfvTrZsqedHlhQsXryYMWPGAFC7dm1Gjx79XMJaL3pxm9tc1a6yRJbQmtYpxWqKQEQ4cOAAMTExAIwbN44SJUqkMVd22JF2SHFBqG/fvvTv359WrVoBULx4cS5fvszQoUNp166dacYQHBxMlixZzHrBwcGm3XDmzJkJuZfJOgE2m407d+6Y9e2w4x7Sp0+Pp2ca7KRi7HA6OjpitVpxc3GmUc3i/P7nbu6GR3MnLIrt+85SpUw+7oZFsW3fWUQMk5qyxXNRJF/AUxddOQLSU6VsPhav2o9Sws6D5zl4IhC/dB5kzuBD5dJ5KVYwGzUrFsQvnQdKCWcuBhMeaXzknBwdqFetGMUKZsXR0XB4L5Q3C+O/e49rjleo7F2eWC2G0iVLU7FiRVasWPFYXjrQgWUs4ypXGcrQZI9VRjI+5IfzPChT++lJWJ+GH/iBvewFYBCDmMc885yZ+0iDwpJ4h/he/qQskoXmNKcDHcxzHlEQEAbXsoKmYKRlJKNkFKIJTm5O7D+4ncD3f6B/rQWceeUsWa6PZkC6Ac99LY+DxaLRuFZJyhTLyZqtx9i+/xwxcVaWrTtE8wbleKN+WcIjY5j31x6sVh0vD1fav/UK1SsUxGZTzPtzD9cThKDc2fxp1bQi0bHxzPvTMNdMa9SqVYsaNWqwadMmfv31V+rVq0eOHDmeWOfmzZt8/PHH/PXXX2awg+cJ5ezm6kSHFq8YIYk3H0XXFVky+tD+raoUK5ANfz8vzgfe/6ZFx8Tj4+nGxx3rkjOrP01eLYmTUyqG0haBzZsNLc/HHxO9ejU3Ll5kTBOh0IAYdt/8js/8qzFaEsKFPIPJ8YkTJ5ifIDzlypWL/v37P2QJ8jIgODjY9PMqU6bMc2usClGI7dp2NNHIT37Oc57jHKcOdV4K7ZCu68yYMQMwkqjeM++2w47/KlLcRyg6OvqhnWQHBwczZ0bu3LnJnDkz69ffN7kJDw9n9+7dVK5cGYDKlSsTGhqayN9jw4YNKKWoWLFiSrNshx3PjZiYGBYuXECZYrnMyFlWq87WvWcIj4zhzMUbnL5gRB5zd3OmYY3ieCZhB9jXx4PPujWmWd3S+Pl4YNE0YuOsXAsO5cCxy4yfuYEun/1G36G/c+nqLXSluBMahUpQBzk4WMiUwRtHh/vPpMWikcHPi+vegcRqhsB0mMOmo3RsbCy3b99+iJdMZGIHOwgkkAY0SNb4jGc8JSn5TALUi0Re8qI0hdIUeUicPb4WtdggG5goExMJSAB72csobRTXtev8wi9EEWWec3D1YPdrmRjXwxCEAEQzxtaqWVng9ie3ClzgWGeILwzD877YMSmSPyvf/u91+n3QiL5dGuKfYH4VcjuCsxdvUK18AWq/UhSnhJw2Hu7OvNmwHM0blCUiKpazl24gGEL1200r8nmPJnzzUTNer1cGB0vaR5ry9PQkQ4YMAOzevZs2bdoQG/uwualSigMHDtCmTRvq1avH3LlzTSGoXr16/Pzzz88caMXF2ZFGtUpQuUxeU8ubPp0nbd+oQqumFUjnnThin4PFQrN6pfmq52v0eO9VcmV/Pg1psvHjj2ivvsreT6qy5+R0OnQuS4dKQkdvOFAWVjeA8rNOIyVKgLc3DBmSrObv3LlDmzZtiIyMxGKx0LVr15fS7yYmJsYU1urWrctXX3313G0uYxm/yC9sZSu++FKc4ryuvU4Tmjx32ymN4sWL4/OAb6MddvwXkeKCUNOmTRk8eDDLly/n0qVL/PHHH4waNYo33ngDMHbDP/74YwYNGsSyZcs4evQobdu2JSAgwLTtLly4MA0aNKBz587s2bOH7du38+GHH9KqVatHRoyzw460hq7rXLx4EX8/T+pVK4ZTgvbl+JkgTl+4wY7957gdaiyWc2Xzp3rFgjxtzaVpGpp2z7StLb8O60C3Nq9Ss1IhsmbyxdXZUOjeDYti7rLdTJq7GZtNx8nJgQeb1nXFg54culIcPX2VDGfy86q1Dm7ixnfyHVkzZwXg0qVLdOzYEavVmuTr389+alKTNrQhksR+Wje5SU+tJ0e1o3yhfcFpTie53b9jHOOoQAXGMvaZ23gQn/AJM2Umv8qvfMu3D52vSU060xkvvNjDHmpQg3a0wwsvnMQJBPzxxxVDqA0hhNcd3qTDtvzUK/sZg258iJu4kUkSdsLFMLnLfvC0KST5XOGFRnDKmTU9ARnT4WDRyJ09A16eBq9KKW4/IDT/HZqmERdnNc3fnBwdyJUtPa4uTni6u1AwT2acnFLcqOCZ0KFDB9KnTw8YAXl0/b55oq7rHDhwgPfee4/q1aszZ84cDh82/Mu8vLwYN24cs2bNMgOGPAsMASrpQpSTkwMlC+fA08MFBwdLotD3qYGotWuZ2AUq7oFKzYawoP8Ctu6A7FdBaUakuEbrXeD4cbTwcFi7Nlntz507l9Onjec8Z86cdOjQ4aUMz/zXX3+xL8EXMUuWLEmyLAgnnPWsJ4ywR573xZeudKUKVTjMYWI1Qyjfyc6UY/w5cPfuXXOjoHPnzmnMjR12pD1S/Cs2duxYvvrqK7p3705ISAgBAQF07dqVr7/+2izTr18/oqKi6NKlC6GhoVStWpVVq1aZOYQAZs+ezYcffkjt2rWxWCy8+eab/PTTTynNrh3/MoSEhKRqCG0vLy8aN27MrFmzAGOxWKdqESbO2cSV63cIvhXO2m3H2XXwPHpCwIPq5QuQMyD9U9tWSnHp6m3OXQ4hKjoWAb740NhVvHL9Dn+tP8TY6esJDY8mLt7G5t2n+bhjPbJl9sXR0QFbgl/CxSs3iY+34ebqbOSMCY9myPi/2H/0EsULvsavjb/jjfplOPfRGebPn094eDjHjx/nzp07STZl6UEP08SsDGX4H/cDl7jjjpd4EUkkTjiRjnSPv2YUX/IlO9nJZ3yWKLT0Va7SSzNyke1jH6/L62Tn+QKiWLDwLkYglzji2MY2ilIUX3wfKtuNbhziEFvZSjnKsYUtbGQjLWhhRpUbxjD+4i9whc87ZGY+8/mIYTSnOasxQnG54sqvLSNZ3gjWvwr71+YjanHUCzPvjIqOM6MGRkbHEh9vCAmapuHl6fpEgdzBwQHHBE2REiEmNiHanAjhkTGpHjL7cahfvz5Tpkzhrbfewmq1cvv2bVxcXJg8eTKrV69m7dq1pk8EGEEWevbsScmSJalatWqqL9JdnB1J72toeFMTFy9eZOLEiZw+ug/HjobGUjS4t1Myo60DNbcocHUhXY4SaEevGCcesOB4Gm7dusWECRPQdR0PDw9mzJhhCqkvEwIDA/nxxx+JjY3F0dExSdHs4oijLGU5r50nl+TiOMdx49H5uQDqU5/KUpl97GMAA1KQ+2fH6tWrzTDhL6NwaocdqY0UF4S8vLwYPXq06YD6KGiaxsCBAxk48PFOzn5+fvbkqXYkGz///DMtWrRItf5cXFzIly9fomMFcmemUum8XLl+h3irjTlLd5mJVn283KhfvRjOzo5P/QjpSli69iDDJ64gKjoOFxdHxnz9Li0alyeTvzf+vp4s33iEA8cuA4ZWwaJB0QJZyZ7Fj7OXgtF1xarNx6j9ShEql86HTddZtu4g67Yf5/bdKC5euYmfrwfN6pamSJEijBs3jnbt2nHlyhXatm3LrFmzTLOjJyEjGdHQUJoioyQ2gfHAg21sYzGLaUhDMnFfuLrOdW5yk+IUR0NjNav5XvsexDDXu8OdRO24iRuxxOKCCxvZyGxm04hGfMRHT+XxHk5xCjfcEkWuE4Ta1GaHtoOMkpETnMCPxJGUMpJwXRpklIxUTPg9iAxkQKHQ0MhABlazmi504QpXzIQsOSUnc949ztx3QE4Bn56kb9++z2Wa9SQcO3OV1ZuPUblMPv5cd4hbd4256OXpSp7sGZ4YsCNjei+yZk7H+cAQ4uJtrNp8lFfK5SMuzsa6bSewpVXI579B0zQKFy6MxWIhJCSE5s2bkytXLpYvX276f2iaRt68eenVqxetW7fG19c3RcdbwzB5u9dkdGw8V67fwcvTjQx+iYVcTdNSRQgSES5fvszJkyeZOXMmmzdv5vr16xTIA675wCscIr1AOQAKSlT7AWwfQdOmaMuXIxYLWCzw+edJ6i8+Pp6JEyeagWuaNm1K2bJlX7oFt67r/PTTT+zatQuAmjVrUqNGjafWu8pVzmtGCoRL2iUuy2UKUeix5T3xZDvbEQQtGRpDO+ywI/Xwctg12GHHc+Je+M+YmBhiYmJwf0p+ixeBLVu2cOfOHdKl86VRrRKs2HiEqJg4Tl+4H/K9cN4slCuRO0ntOVgsFMlvmIJGRscRFRPH8IkruHU3gozpvTlw7DLnLgUDhqlN5TL58PZyx93NhTcblOXHqWuIi7dx7nII3b+cSbYsfiiluHDlJncSzPQypPfm9bplcHVxQtM0ypUrh6enJxEREaxdu5YFCxbQvXv3p/L6BV9wkYsESABv8fDOanGKk5OcfMqn/MRPDGUoN7nJK7xCnBZHf+nPEIaYmhgN7SGtjC++bGQjS1hCfepTj3pYsbJWW0stqUUJjMhH+9jHUIZSlKJ8wzc4cN8J/Rd+oYfWA4tYWMYyGmEkTYwiih3aDgBCtBCOyJGHksTOZCY/8zM5JSctaWkeDyaY/vTHAQcGMxgPPIgmmu50J4AAw3/ogTXQUY6yWBazOHAx81+fTzzxLF68mG7dur2Q6E2370bSZ+h8vNxduHk3gugYI1dK2QR/tictUjP4eVGnahH2HrlITKwRVvvEB9dQItwJjTSu6yXJy+jk5ISXlxd37tzhwIEDHDhwADCEjjfffJMmTZrQpEmTFBeA7kGzaGTM4I2zkyNx8TYCg27T8dOpvFI2Pz9+9U6K9/d3KKW4cuWKkUtJhMDVq1m0fTuLNm7kpu9N1G0FN6EzMOkCqLKw5DV4c2lCAxaombcmaBqsNrSXmlLIvHmQxNw/EyZM4Ntvv0XXdTw9Pfnwww8TWXq8LJg/fz6//GIkcfbz8+OTTz7By8vrqfUCYvNQ6/THbCwyniZO9SlA0kL3vyxCkIhw9+7dtGbDDjteKtgFITv+Ffjwww9Zs2YN+/btY+fOndSuXTvVeThz5gyRkZH4+fnxStl85M2ZgSOnrprnnRwdqP1KETKm90rSQkzToFLpPLzTtCKT520mKiaeI6eu0nvQPNA0RBkmSo6ODlQomYe2zavg7OSAs5MDnd+pwbnLIfy14bARXCEkNFH4YwBfH3c6v12dGhULmscKFCjAL7/8Qrdu3YiIiCA0NBSl1EMBUP6OPvThJCc5wQkmM5me9HyozA/8wGQmAxBPPGUpSxzGbv0iFjGEIVSiEvNlPnvYQ2cetl+vkPCLIw4XXLBhQxMtUTSmd3iHC1zgD+0PiktxWnBfQ7iEJSCGBmgFK0xByBNPOkgHpmnTKCtlH9L0gOEL9DX3TXynMpXVrCaccNayFkHYxCbyk5+sZCWQQFxwSRRIAYEP5qWjWClHmuSfSqF2hfjyyy+5efMmx48fp3jx4im6SHd0tFCvWjFuh0Zx8Phl4uKsODs7UjR/AP97vz4BGdM9sb6TkwPvNqvMsdNBpmB/PSSU7AF+vF6vDCs3HSU0PDrF+H0e5MqVi9dee43ffvsNi8VCQEAAbm5u9OzZk7Zt2+Lt7f1C+9eA8sVzU6JQNvYcuYjVqnPtRiiXr95KFJ78eXHr1i2iou7PqS1btrB9+3ZsNhuLFy8mOjqaETYbPZWiHDDvC1CDgFgo3q04X+xVyPHjaJqG+4kcWP64jHoDSoXkJ50tBoL2cS/2vmTIAA8kP38SgoODmTRpEjabDYvFQqtWrShbtmyKXfeTcIELpCc9Pjzd8T8oKIixY8cSExODpml07tyZBg2eHvwlPh4qlNc4fvxHSpYeweLdFiz/sBWU1Wo1BUA77LDDwD/sMbbDjoehaRoOCX4MImJGKEwtVK9eHU9Pz0QO2lkz+1KnalEuBN40ndGzZPChbtWiODgkFio0TcPFxQl3NyNhobubMw4Ww3na29ONfh80IqO/N8s3HuZy0G3CwmNQSuHu7kLWTL5ULpOX99+ubkar0zSNnNn8+eHzlhQrmI11245zOeg2d8OjERHSebmRL2cmWjQuzzuvVcTD3cVcfN9bwKxYsYI5c+YwefJkynxShtlus6lHvceGv75nJy+a4CqP3gF2xdU0EXHFleY0ZwQjuCN36EEPs9xbCb8nwQUX1rOeGcygHvXIR75E5zSMfEf3ghjcw/u8zwY24IKL6Rt0D7/yKyNlJN54Y3lKHJljHON97X000QyTQIw5dyHhB4agZG4E39OaaDDgzaN84fwaPaQHfdv0ZerUqVy4cIF+/fpRtGjR59YKOTpYqFmpEK4uTjg6WGhUqwR5cmRg7bbjnL0UTI6A9NSrVpTC+QLMuVggdyY6tKhKvFXHx8uNLAkCkqZp5Mzqz4jP36Zu1aIcPnkF33Qe1K5SGB8vN7Jm8iUsIoaM6b3MaHRphQffA35+fmzatIksWbLg6uqaaqZZBfNkZvTXrVm15ShXr9/F3dWZkkWy45fOk+xZrLz3emXCI2Nxd3MmV/YMPMpBS0S4detWomAlCxcu5Px5wyRr8+bNnD171jxntVoNLdADaJXQrjfg1NYJsIIL1JlUh6GXjuC9+DgDvhUCzl2mdnPo3hhaLD5LHudXmLKwFB3vvUMzZICn5bi6eROrCNOnTzdN4lq1asXo0aNTJbff13zNIG0QXuLFbnY/0VQNYPz48aZJXJ06dejXr1+S5se5c3D8uFHu8EEHAgOFPHmeUuklgoiwYcMGMyl9lSpVnhpm3g47/gvQ5EWGK0pDhIeH4+PjQ2ho6AvfCbQj7bFy5UoaN24MGM6gdevWTbW+Q0NDKViwIJGRkZw4cYKcOXMiIly6eptTF64jynjEvDxcKVs8F26uTok+vFabzqETgdy8bfhuODs5UKZ4Lvx8jHwWIoJNV9y8HU7gtTuEhUeji+Dh5kzWzL5GBDkXJyCx86uIYLPp3LobSaApCEE6bzdyZfMng58XDg6WRy4CunfvzoQJE/Dw88AWbCPeIR7RhCNyJFHS0XsIIohhDCMb2ehN70TmaPcQSyzf8z0RRPA5n5Oe9MQRRxRRD/njPAmCcJ3rZCbzIwWWM5xhNKMpRjG60Y1rXGMIQwgggE/5lCiicMQRD549X8hJTlJUK2ommH0sHiEI3YOjODJIBrGx6UZWrzBMkWbOnEnr1q2fa+FubAaIKYBbLIY/yr1jFk3DkhD2WtM0RAQRQVf3r+NeJLNEbSa0q2mG2aYAKiEioZZQ516baYU5c+bQvn17dF3n+++/p2/f5881lVzcG0sRQSPBH8iiIUKi4BL3/IliY2OJiIhAKcWMGTO4ffs2ixYtSpRLLyYmxtho0YDMwA2MOeUB7unc8Yj3oFy5ctSoUQMHBwc6X72Kz5gxqPTp+fF4V/pkGoKXeFGFKob2UhQDv4YvB8MsYNdP8HMPI3BC7b3erK0jaBERyJgx0PNh7a6JOXOgbVuUplEP2KDr+Pj4sHz5cqpUqfJCxvfvyEUuArVAAEbKSD7hkyeW79evHyNGjMDX15cZM2aY342nwWaDatVg926N6tWFDRsM96l/CkJDQylfvjznz59H0zR27txJhQoV0potO+x4YQgPDyddunSEhYU9UQ6wa4TssCOFYLVa2bp1Kzlz5kTTNHJn9yd3EvKDODk6UP4JfkOapuHk6EBAJl8CMj0czeyJ9ZwcyZIxnbnDn1R0796dX3/9lajIKLCC5mAsbiOIeGT5rGTlJ54c1dEV14ciJ7kk/ABs2Igk8qlR5RrSkLXaWipJJTazGSecEpUpQAF+5mfz7050Yh3rUJrCT/zoRrcn8pkUZCADjaQRl7nMcY6bx6tSlfSkZxnLHhKQMpGJm3owygJoxvX2t/RnyC8DOVvrLBcuXGDs2LG88847zyVMGJoR7SFR9FHH7pU3FutPaVPTeFCZqQEWx1RMApoEvPLKK7i7uxMeHk58fHya8KBpGo4OD98/TQOLxcipFxwWTFR8FIt+W8SuXbvYuGkj8e3jSZcnlomLoHwQtBwELndccJvkhreTN+IgOG114mahm3iFe1FlexU21N5AjFMMo6JG8a7lXaa4TeEiF7nNR6hPu5LOJyf/c3PjXelpmH8+kPhXWUABm9Knp80fd5nURWFzgnfj3oJrY5CoKHha7p9Zs0ApNOBNYJPFwhtvvEH58uVTdEyfhPa0ZyAD8RZv09T1cQgJCWHPnj0AdOrUKVnJRB0dYds2CAoSsmX7ZwlB8fHx9OrVi4sXLwJQtmxZuzbIDjsS8A96lO2w4/HImzcvWbNmTVMebDabmfj3n44sWbIYi5l4oAk4b3DGxeZCNaoxjWkp3t8NbpCXvPhpfgzk8dEkr3CFtZqR02SXtotTnHpq2/EYC2JNNPP/ScVFLtKHPkxneiLB5kM+ZBWrOM5xvLm/05SXvMxnPh3ogCuuuIorFaUi7WjHdrbja0n/ULqZ9D8Oo3Y2w6wxMDCQw4cPEyuxyebVDsiWLVuqRo1MCnRdJywsjKVLlzJ48GC6/tyVbI7ZKOBfgM+Of8bSpUsJrxZO7OhYQnrAl4uhRRwMDYG4IXGUCyrHx4Efs/T0Um4WuglAhHcEh8qsxupkRTShj0cffnf7nU+0TxjLWApTGL8sRRjqNhqATJIRj0hhDGPoEPEW/xsF/xsJOuBcrx5VZl3h2sVtXA05QPuqU8DD4+lCEECLFmgYAtUfGCZxP/30E05OTk+pmHIYwAAuykWucIWCFHxsOaUUQ4cOZcuWLYAR8fNpvo/3sJrVfMzHHHDYS44c/ywhCGDPnj0sW7YMpRSurq5MmDCBzJkzpzVbdtjxUuAf9jjbYcej4eTkhKNj2ig4XVxcTKfgP/74w7Tl/ycjffr0TJo0iXTp0sEGiNseR5xDHEpTjGd8stqKI47hDKcxjWlEIwYw4CHN0gpWcEUzcpY8SbOUlayUltIAFJAC5Cf/U/sfz3ha0pJP+ISudDUObtsGn34Ke/c+se7rvM5oRtNB68Aa1pjHHwyAEE44aEZkqKY0pR/9mMpUYrVYYonlGteYxjTykIdpTMNRjHma+4oT/YdC+3FR9M2VC4AbN27QdFRT0unp8MOPTWx66vXZcR8ODg6mX4rNZnuhiWqfBF3XWbRoEaNGjeKbb76hSJEitG7dmq+++opf3X5FvAQcgO/AaaITGcYYIepFg6gEi82s1wAF653X843HN+z23U1+Mea7azSM/AhTqI7UIhNpJuM1Q4gewxiIiIDSpdG8vcnyvx/4OvQHnEdnZX00jK1WjWFjx+KUJQvpC1YhS6ZSybvQDh3o9dprZAPWAa+++uoLy4f1JOQkJ148OerbpUuXmDFjBgCenp6UKVMmSW1f4hKNacxYxlKb2sQQ8/RKGBswTzSbTUXs2bOH8PBwLBYL33333QuJTmmHHf9U2AUhO/4VOHXqFJcvX06Tvt3c3MwodWFhYYwdOzZN+LgHSfg9LwoUKMCOHTsMO/K1oOnGqqsZzZLVzhCG0J/+rGQlq1jFQAYmSrgKhkmZuxiR3+pRjyEMYSYzH7oORxzZwQ72yl72s5+ZzOQHfiCSyEf2/Ru/UYpSbGMbH/KhETwhOBhq14YRI6BWLQgPfyzvYYSZPNzLJK9QjGEMzWlOXvKioWERCx3pSCMa8QsJUZkSWI/mflS1JjQhiCD2y37OTurD0M/BSXPCrWlT8iR4Xl9rdI14h3hiiGEKU5I4ynb8HRMmTDB3/1MDIkJcXBwxMTFMnDiR9957jz59+jBkyBCuX79OTEwMLi4u+OdKMJfVQMupYe1s5WYeQ9NT4lYA47uD0uC92dBztq8xv7AQZQvj8Nj3+Wp3A5xsEJTtft9uMRr94j7iY/mYV1VNM2DJa7wGmzejHTliFBwzhtYtWlA1KIhmQOcTJ/Dy94c33oBkarLvhevedPEiwRibJwULPl4jk5ZQSjF27FgzdHSvXr147bXXklQ3iiiUphCEGGKwYXtqnTGMwR13ClGIEEKeWj614ODgQNOmTdNs09AOO15G2AUhO/512L9/f6rvBL/zzjtkyZIFgIiIh/1otrCFIQzhIhdfKB9HOEIWspCOdKxj3XO15ejoSKFChahevTpsA4+SHqwOWc2XfPlQ2XDCGclIfuf3h4SXW9x6qPxNbib6uwAFOM95dstuIojgK76indaOecx7qK4LLpSlLNOYRletK/3p/9iEqsMZjhUrV7l6v63ISDSrFU0EYmIgNvaxYzCLWdSmNv+T/9Gc5sxnPp54Uoc6DGc461lPM5rRkpYMZSjxxGMlIdqXBl540YQmpmZnBCPIRCbKUpahA92R/fvh3DmyvvkmCxYs4I033oA1gMWIwFeX1Av68W/BvchxwcHBbNiw4YX3JyJYrVYuX75M3bp1KVq0KH369CE2YV6Vf7885RaV4fuuFRg6rx7NqjS5X/dvz8qXboMpfiEhAiPQ80edRjTiPd7j44HhuH7cnzr/W8Wr6+FkEdB0g6pvFDLtvsSoEQGsdd3Khfr52ROxgQlMgDJlkHTp2FoVen3nxu2be0xPGq/btwHQli6FByLRJQV79+6lUqVKHD16FIABAwakWoCE5GLZsmX89ttvAGTIkIGuXbua8+RpKEpRRskoalGLWcx6quYJjM0fpSnOamdZytKnlrfDDjvSEPIvRVhYmAASGhoqSik7/ctpxYoVgrF2kEqVKomu66nav81mk6+//loAadeuXaJzJ9QJsSiLoJBsKpvo6im8Xb0q6ocfRG3Zkmw+uqvuZl8NVcMUubapU6eKk5OTaJ9rYom3SLnQchKpRyYq84Z6QzSlCYLMUXMSnQtSQdJANZCMKqP4K3+ppqrJaXX6sf2VVWVFU5poSpORauRjy32uPheLsohFWaS+qv/IMj1VT0EQB+UgW9XW++d+/FFUpUqiJk1K1liUUCUEhaAQV+UquVVuOa1Oi650eV+9L07KSV5Rr0glVUk+UB+Im3ITFGJRFjmqjoq38r6nsBN35f5Q+wcPHhRN08SxtKN0GdtFrFZrqs7jfwMdOnRI3NzcBJCvvvrqseV0XRer1Srx8fEPkc1me+Txv9PZs2dl+vTpUrVqVfHt4CuEIZxCtJyaODg4SLN2zcRduQsKcY5NuPMKeUe9I47KUXKeRwodQ3KdR/aVQaJdkWgXREDW1EaKH+E+z++9J2HemniGJ8y/aOS1xUjdVcip8j6iQkJEeXqKGFmARM2ebdY9GbJNNF0TFKJdRYIsCWUcHY1/c+QQFRX1+HG9fdt4ZpYvN4+99dZb5jvXz89PtjzD+yq1qG3btiavn3/++Qt/rlqr1oIgzspZDqvDaXrtuq7LDz/8IIAULFhQrl27lub3w052Sg0KDQ0VQMLCwp4oL9j1o3b8K/DKK69QsmRJDh8+nCb9WywW/PweHQL6BjdQmgKBYILR0XF8UsDG2rXRTp9GLBY4dAiKPRyu+nF4hVf4WTMiplWVqsm5hMeiUaNGuHm4ET4wHHEQ9vnsY9GtRbyX/n5OoUCM8LWaaFzlaqL6WcjCClYkub/xjOcTPiEnOXmf9x9b7mM+5jjHucMdRjDikWV+5EeaS3OykCVxFviPPjIomahJTY5oR0CMcOCXuMQUptCd7kzRDDO27WzniByhFKXM+640xQbZQCUqmb5GccTxC788FMVO0zRsB22sGbmG+I7xuLm5JZvP/zL8/PweironIui6zpo1a4iMvG9G+euvvxIUFIRYhKvDrhJR19DmllxfEr23/tTAJ2FhYQQFBRl/jAG8AE9otbIVn+ufIzmEpZqhEYi/l1JHg6WyFJtmI8oTBgyE3RWh109woggM6wddpsCiN+FC4Qfy8AwYQET8JSK9tgIQ6wYjh/iS97Mp8Ocr4O8PVavCqlWIiwsk+MCICFN2/oG8JkYy4QywcuQwOhQsjla0KHLiBFSoAE+aZ2+/jbbO0DDL6tUElyjByZMnAShcuDBLliwhX758j6//kqB69ep07949ydqgZ8Vv/EZH6UjuhF9aIioqytSGVa1a1R4kwQ47/o5UUc+kAewaof8W6boulStXTjONkFJKRo8eLYC0bds2Uf82ZZNeqpcUUUVkupr+5HZ0XZSrq6h7u7oP7MAmlXar3fK7+l1KqpKSTWWT9Wp9suofVocln8on+VQ+OaQOSVxcnIwePVpcD7saO9rRyNYrWxPV2a62SxlVRpqpZnJX3U3z+fCiyKZsslqtlo6qo6nZWaAWSIgKMTVimtLkpDppaI4e+GlKk31qn3RRXcxjbspNsqqsUkaVkSvqikRFRUnPnj1F0zRxcnKSAQMGSHx8fJpf9z+JAgMDxd3dXQBp2bKlLF68WObPny9Vq1YVZ2dnUzOQiCokvlcIQm+E3I8om0BeIOtAgkG6+/hI7r9ym3WX6/ef28/V52KxIu4Jmhzzp5CDJY3nvPaa+8cz3kD2tsgr5SIKyzw1L/H1hYfLD1+6SeHjyOCvHEWdOpX4fHS0qL/+EnXunChlvBcnTpwobh5uwkiEo0i5n8rJnTt3kjeuefKY7yT9l1/kzTffNMdhwoQJafK+TSqFhoZKrVq1BJCffvopzflJbTpw4ICkS5dOAOnUqVOa82MnO6UW2TVCdtiRRli1ahWXL18mV0IkMAsWRjM6aZU1DSZOhO++Q6pXh2dIDFue8ixlKUcwHKS/4RtqUSvJ9UdGfcsFj/OAxghGMMNpBr169aLq2arUaFcD614r2VZkS1SnMpXZx75k85pcSILvV2xsLFu2bEHX9cfm3MmcOTOlSpVK0QSfFizUpS61qc2b8ia++FKJSlzlKqIZvIkmWMTCe7zHXJlrOFdrxvGrcpWe9GSqTMWm2XDEkSCCuMY1JjOZAW4D6NKlCz///DNWq5XBgwcjInz++eepGpL4nwxXV1dy5MjBqVOnmD9/PvPnz090XtM0XnnllUTRzcJzhLNDdtwPba6AEeA0wInlx5azd8Netm7dmqid9x0cqL18OQJ84xLB8UalGCyDyWfLRbmlQZBuPdSujQ8+KEeIftC1RCA96Slw7g4gDBgAG2qDWMA3VCP/7/vZQ+IEgJe4xKb4P2j9awx9BgHYkDZ/m9uurtDofi6dzZs388knnxATHQO9oXnz5kyZMsWIBpkcjBsH//sfUqgQ8ywWVq82EgD7+PhQokSJNE2i+ySICAMGDGDjxo3P1c5+9vMu7+KOOwtYQF7yphCHLx7Lly8nNDQUZ2dnOnTo8PQKdtjxH4NdELLjX4M8efKwc+dOwsLCuHXrFhkyZEgTPu7cuWM6Sj8T3nvPoOdAcYqbC/NSUuqRZWzY6EIXNrKRL/jCMEOLiKDYiJWogcaGb/G4guBslM+bMS8eqzwIDQ3l4sWL5MyZkxWs4CM+oiAFmcMcvPHmIhf5nd+ZyUy88WYuc8lFriTzbsXKX/xFVrJSASPzeUREBHv27GHhwoUcOXKE+Ph4Dh48+ETTJX9/f7Zt20aBAoZJ3P79+82oUZ6enlSsWPGZF3AWLDTkfjLGbGSjhtRgK1upSEXykpfpCb+85OUiF9FEIze5KUpRDnCAo3KUdaxjmjYNQSghRkjb3Llz07lzZyZOnIjVamXIkCGICF988YVdGEoCPD09KVGiBKdOncLR0ZHKlSvj7GxMYovFQuP+jfGr7Mebrm/ihmEOtpe9VNQq3m8kIYyQ1dNKnop5qFOxDp999hl3uUsrWnGJS2Tf3RNZsQJNhIOlFJu1zTSX5rTqvw9t1CgAZOZMTr57Ek00BEFDQzTj3xnMwG38TeK6dqDqDuFAGVhbBzLdEHY2/YT6jcZAgrB2l7s0uVqKEtvCGbnNnX110uHS8j14gjmaiHDgwAGio42ohc8sBAE0aIDUr8+sWbPo0aOHaV44fPhwKlas+JTKaYe1a9cya9YswBCQAwICnqmd7/iOs5xFQ2M0oxnLWNi40Qi00qCBsYH1nNjMZiKJpCENsaRQHCur1cqVK0ZagmzZspmRKe2ww44H8OKN1NIGdtO4/x6tWbPGNNcYN25cqptrnD17VjJmzCiapkmnTp0kIiIiTcdjrVorc9VciVNxjzy/Wq02zXGclJNYlVXU6dOiQJY2RZa8hugXzpvl7969KxkzZhRAXnvtNYmKipI8Ko9p7jNejZdr6pp4Kk/T9MeiLPKh+jBZfD9odla8d3GpUaOGlC1b9pHmSY6OjlK5cmWpVq2aSfnz5zfPly1bVmrUqCE1atQQHx8f87iHh4dUr15dXn/9dVm/fr1s2rRJNm3aJBcvXkzMz9KlogoVEvX224bZ0WN4DlSBicyqHgwG4apczeOL1WLz+Ba1RYqr4lJKlZI/1B/SV/WVfCqfjFFjJDIyUrp16yaapklGkI1OTmItXlzU3r1p/py97PSgaVzHjh0lNjbWPLdf7RcH5SBI4mAiNmWTTqqTZFAZZJAaJH1UH/FX/tJb9TaDm9xSt6SgKmgGyyimiomqWVNG90Q8Ioz7m/u6mxys6StK00RZLKL69JFj6pj4Kt+HTCV3qV1G/z7ecqwIMqYnUuwQEueUYBZbvbrJ3593ZsotP+P4lazI0pj5sn7Rh6Lnzyeqb1/DpPZv43D9+nXJkyeP+Rwk2xzuAdJ1XaZPny6enp7mM9S4cWO5detWmt/vJ9Hrr7+eIkESPlWfmvdtnBonavLk+0EpBg58bj6nq+lm+1+pxwf4SC4dPnxYvL29BZDu3bun+f2wk51Sk5JqGmcXhOz0r6Hdu3eLl5eXGR3n5s2bqdp/ZGSk5MiRQwCxWCxy+HDqRwu6q+7KMrVMbqgbTy17Sp0yF4XZVXapoqpIA1VfrvVvL8rbW9RHH8l1/Zo0VA2lsqosuyJ3SalSpQQQTdPkm2++kYaqofkBX61Wyxa15SFfizFqzEN9x8fHy549e2T79u2yZcsWadmypdSpU0fq1KkjHhc8zMUmnyYWfFxdXaVChQoyaNAgWb16tWzYsEHi4uJE13WTpkyZ8rDQlBWhIYL7Y3w+NAfBNUDyFK8jjVr0kAVL18u5c+dFZcly319r5szHjmW4Cpd0Kp0giKfylNvqtnlurBorvspXGqlGEq2iJV7Fyyq1SoqqomZ0vI/UR4l8ie6oOxIVFSXdu3eXQSA2EF3TRH/11TR/zl522rlzp7i6uoqjo6OMHz9elFISoSKklWolOVVOc5z9lX+y2h0S9bVoDwgzb6o3RWXLJhHuyK8dkELHEU1HamxEwrJ6iypaVNR5YyNhhBph1nNRLtJGtZHb6rY0V82l0J3MotmMcy1+5/4C28PDEHD695dPJribxwUkS5BRfsT/Esru35+I1wcjhQHSvn375xrTGzdumELVP0EICgsLk4ULF5obN+XLl394k+MRFKfi5H31vpRQJWSJWmIej1fxMkvNksVqsSEYd+1qCLqaJuq1156b356qp1iURTSlpVi0z7i4OOncubP5PRo8eHCa3xc72Sk1yS4I2QWh/xzpui6tWrUyP9aLFi1K1f6tVqsMGTJEnJ2d00QQilfxkl/lNxyuVcYkBS3YpXbJaDVa6qg6ZijqPqqPeb6f6mceb6QaybRp08TJyckMChGqQmWcGier1WqThzfUG+KqXKWJaiJz1VyxKZtcvHhR9u7da9LQoUMf77j+OsJthMNI1ZZV5c8//zRpw4YNYrPZnqjte1AQqlChgvy29jdxi3cTBCl4p6D8+eefMmXKFClXrpyUKVNGypQpIxmz5BKyNBZythNythV8y0rOXHnkRLp09wWhzZufOJan1WkZpUbJcXX8ieXaqXamxuyelmCCmiDOyllQxgI9VhlajMDAQOnu7Gz0D7K/TJlEGg47JaYDBw5I3rx5BRAnJyf5/vvvJS4uTn5WP5tj7qycxUt5ySRlhE6/rq7LGrVGotV9jd8VdUUaqoZST9WTC+qCKKVk9pK3zTbKHneXP9WfUik4r3Se6iSxGXzk7Tn372dFVVHuqDtme3vVXhmkBsk0NU3ilRH8YoQaYQTYeEC4SncL2VzV0AqpMWNE7d4tAtJnGPLbe0iUGzK6V0JpHXlrPqKcnUVduZJoHOLi4qRw4cICiLe3txw6dOiZx1TXdRkxYoT5TDVq1OilFoKUUtK9e/dE75Rp06YlyUJgoVpo3mNf5fv4skePisqVS1SmTKK2bk0ST7rS5Sv1lZRT5WSWmpXo3Al1QvKoPJJRZZSNamOKjMGNGzdMLXiOHDnk+vXraX5f7GSn1CS7IGQXhP6TtHfvXtN84+eff05187jo6GjJkydPmghC19S1RJqYfWpfkut+oD4wo579qH40j49RY0wtRRfVReLi4uTDDz8UQJo2bSrRjzEXi4yMlEOHDsnBgwdl/fr1kidPHtE0zaRHCUCFChWSX375RRYtWmTSjRtP12z9nc6dOyelS5c2eVypVpqLm9L7kbjTx0TXdbHZbCat27hT8lb7SMjV3hCE0pUVsIg/SG+QT0uXllWrVsn58+eTzY9ShoC4VW2Va+qa5FA5EkUOK6/KS1lVVoapYfK9+l7OqDNmvaioKOnSubO01jTpDuLn5iYHDhxIs+frZab9+/cn0lrcE4YmTZokS9XS+8KnIG1VW/OZuZfbqZKqJBfVRWmimkhulVs0pYlFWcyy+ozp0n8wkucs0mdJAcmmspnPzMyoSRI+7nvJF5HZrPet+laUUjJVTTXv90Q1UZRSEqbCpJqqZj5bXspLXGOQqe0ThO6WLY3runBBlKOjxDohI75wFyflZArQvjYf2Trzg0TmkjabTY4fPy7Tpk0z34Pt27d/rvfg2rVrzbaeV6hKLapTp46pQX711VflwoULSaq3U+0050lxVTxFeXqwbUflmEjwfhzFqljprrpLTVVTtqltSe4rLi5OhgwZIo6OjqY26GWO7GcnO70IsgtCdkHoP0m6rpsfwZIlS6Z6QsqYmBhzR/pJyRxfFHVSnURTmjRRTQyfnyTWi1JRMkqNkslqstiUzTxuUzaZoqbISDVSIpWRRPWnn34yzS0GJtjHh4eHy/Hjx+X48eOyatUqqVu3rlgsFpP+LvT4+/tLoUKFpF27djJ37lyZN2+e3LlzJ0U+1rquy4wZMwSQgIAAOXL2iLyiXpF+32vGItNikdvzFsqWPadl1eYjcvhkoJw4GyRlmw4QcrUXS+720rTtt9Ljw16m9uueOWBAQICsWrUq2f5fb6o3TbO5QWrQQ/4i9xZHj/LnmhMzR7KeyCraJ5oEgHzRtKnE2bVCiejvQlCuArmk8keVBS+kb9++5rNxb7wzq8zG2Ko5ie7DO+od00QJZQgp9zSkum4Tz3hX897lUDnM/69Ra0QpJa1UK1M4mqAmiFJK2qg2pgnk2+ptUUrJ9+p7s/1cKpehPRo/XpSTk+GT9uAGwKpVojp3FnXkiOxX+2WAGiAH1cGHxuDmzZsyZcoU8fT0NDcbNE2T3bt3P/O4hoSESP369c1xbdeu3Uu/oI6MjDRTKXz77bditVqTxfNytVy+U9/JFXUlRfk6o86Yc8tf+ZuawSfRNDXNFJbzqXxJ7uvIkSPi4eFhCq9BQUFpfl/sZKfUJnv4bDv+k9A0zUxsGhsbS2RkJD4+PmnCy4wZM+jQoYMZRjs1MJnJTGACDiQvYaAbbnzMxw8dt2ChIx0THfP29sbR0RGbzcbUqVM5d+4cQUFBbN68GcBMXgng5OREjhw5zHrdunXDycmJ4sWLU7x4cSwWS4onN9Q0DYvFiLp07do1om9HszXvVmRFDYStIMKWQePo6FCU6Jg4sgf4Ua18Ae6EGpGwNIuFQoUK8eWHjalWtQqjRo3i8uXLBAcHc+3aNRo3bkzHjh3p27cvLi4uZMuW7anR51axCoBILZJckosJTKCH9EBDM8JrA844P3TfwgmnrUtbbIVsVGwJW0aD859/srVRIyquXGmPIgccOnSIFi1acOHCBQBy58mN9z5vdnrthD4QO8mI4Pgd37FRNnKJS3zKpwC4456orXSkQzCiLdanPnWpS3e6GyeVIp34EEUcghCoBeIszoySUdShDmc4QzTRVKQibaSNmQy4C11YwhIEoStdAfDDDzQjAXFJSpKOdKhuXRn4wQ0OaYfpzwUqkRGCgqBtW7SQEOT4cUpv3UpprXQinnVdZ/bs2YwfP579+/ebkRRz5MhB8eLFyZ372RJ63rx5k3bt2pmhssuVK8fw4cNf2lDZ9/DFF1+wa9cuAIoVK5bs90vDhF9KIx/5WMMaNrCBd3n3yUm1E+CH8S3T0PDHP8l9TZ06laioKCwWC2+99dazRQq0w47/ClJHP5P6sGuE/ru0ZcsWczf0999/T9W+rVar9OzZ0+x/376km6f9UygmJiaRL9aD5NjTUdyWu0nGVhmlfPnyMnfuXImOjpaYmBiJjY197M6srnQ5rU5LqHr4eY1W0XJcHX+ihktXupxUJyVCGZqa/fv3i7+/vwCya5cRnUufN090R0cJd3aR0gGvCbnai0PejuJS4H1xzNvRMItLONZ3yO8SHW0EYYiNjZWTJ0/K8OHD5ZtvvpHatWuLm5ubODs7S5YsWeTzzz+X8PDwJ47Zl+pLQZB8Kp/cVEYQj1gVK7+p30xTqoEqcfQpm7JJJVXJ1Bh9PQDTX+kISOvWreXatWtpPh/Skh70CQIkT548sunApsRanvHvJJonMSrG/DtCRUgpVUoQpJvqJhEqQgapQTJcDTf9tMx5/3pD6TQJKXLKQVx0Z7P9e0mSq6vq5o7/KDUqUd14FZ9IA2BTNhmvxsvE7e0ltsVrooYPl8X6InP3P7vKLur2bVH+/omCJKi79/3+4uPj5dKlSzJx4kQzSt49qlKlity4cUPi4h4dMfJpFB0dLY0bNzbb8/T0lFmzZj1TW6lNNWrUEECcnZ1l5cqVac7P85CudPlN/Sb9Vf8ka6hu3rwpZcqUMX2DQkJC0vw67GSntCC7aZxdEPrP0t69e8XV1dV06E9t87ijR4+aYbT/TYKQzWaToKAgOXv2rOTMmfP+wisvkuHPDFLlSBVzIeeu3CUiJiLJJimfqE8MZ3GVTs6pc+bxCBVhBoB4Vb1qhjL+O7VSrUyTp2AVLHPmzDHNg+4JQj/rP4tbFOIUqQktGopbwc7S6dOpMm3BVmn+wVhxfLeR8Ece0fpWMwWhB/u451d07do1GTdunBQqVMgUeBs2bCgrVqyQK1euPFYoClNhDwlze9QeU9DxUB4SraLlrDorNmWTG+pGogX9hIMfSaSzs+ggXRL6HTx48DMvdv/pdPDgQclZMaeQ7r4QtH//frHpNslgy2CMWizy3Z7v5F31roxVY835c1ldlsPqsLRX7eVL9aUpnD6KdF0XW2ycjOlpRIXTbIh3nHvCfMsi13RDGG2gGohFWQRBflG/yHV1XW6ppwQVyJBBlGaYbK7cP0QQI+R8QVVQ1Jo1iYWgt94y6128eFE6d+4sXl5e4ujo+NCGRNu2bZ9rbK9du2ZGXPP09JQZM2aIzWZ7rjZfNOm6Lrt375aAgAABpFSpUhIf/3Tzs6fRNDVNWqvWsl6tT/NrTApdvHhR3NzcBJAvv/zypTdltJOdXhTZBSG7IPSfJavVatq1FypUKNUXinFxcVKwYEEB5JtvvnlpFqrH1XHppDrJaDX6sQKFUka+oOvXr8v169fl7Nmz0r9/f+ndu7f07NlT/P39xcPDwxQyqlSpIjmCcpgLwHuCkLfyTpaPkr/yN+v/on4xj29T2xIJA49asOpKT9T/YrVYZs2aZS4K7wlCVfWqhk+HjjC5iBSr94UcO31VbDZdth06KVq0k3FOkHaThz8kCCllLLZu342QyKhoWbrsTylYsJDZj4uLi3h4eEj9+vXlr7/+euTC8Zq6lkgjcUAdSDRmJVQJQZCaqqZYlVUaqUaCIKVUKYlW0RJx86b8PGSIpEuXzgwGMPqzzyTuP/aeO3TokGTsl9G4XzFIxg8yyt59e0XXdbmr7iaaM966t+m3s0ltkq/UV4IYPlkPCi6P6kfXdQmLiJYVGw9LvyH5jHuVMEfQNckWkl9OnA0Sq9UmQSpIeqle8r363vDtUEZ+rr/UX4+/loAAURaLCIi+cYNMUBOkm+omJ9VJUWFhogoWNISgZs3MXEEXL16UChUqJPJd8/f3l7p165o5Y55HEIqKipLXXntNNE0TBwcHmTp16ksvBCml5MSJE4k2aMqUKfPcfB9RRxJt7jz47L6MFB8fL+PGjRNHR0fx8PCQdevWpTlPdrJTWpHdR8iO/ywcHByoV6+eaduelhg8eDCNGjWifPnyac0KzWnOWc6iNEV2a3aqh1UHYOHChVy9etUst2rVKs6ePQsY/j4RERGPbM/BwYGxY8fSI0sPrmLU7ySd0NHpTGcccEAQbnELf/zReNi34Da38cGHjnRkOMNJL+mpT33zfClKUVgKc1I7SQNpYNrMPwgNjTa0YQYzyCbZqEY1gooFkTFjRkJCQoiOjgbgXb0N2xy3gdUCK3ORztsdHy83NA0ypPdG00jwDnk0QgnFXXPHx8sdi0WjcuNKlCtXjujlUUR+FUnUnSiioqJYvXo1+o4dZCxQgOL/+x8u77wDwGd8xjBtGJklM/vYRwABlKIU02U6G9lIDWrQQesAwCZtEzfkBn/yJ0ESRDrSEU883unT06l3b/afP8+0adPoZ7Xy0dChRI8ZAwcO4FSgwBOu4J+P+Ph4pkyZwpgxYwiZEAIa4AIhv4TwqXzKEpbgjTd1YuuwznUdljMWHPMl/sxNZSoANs2GJsacnMMcylGOspQFIIoovud74vR4fBZU5JcJ27gR+gruAUJ0vWuQJQZECLpxl17DZjNuYBs8c4npPzOSkQBYsdKUpqxjHbWoxQ52MIMZNKQhzWgGixbBuHFI1apoNWrShZr3GfUCjh5FgoMhIAA0jZCQEN5++2327NkDQPr06fnkk0/o1KkTDg4OlCpViqioKGrUqPHMYxwXF8fOnTsREdzd3alRo4bpc/eyQkQ4ceIEly9fBqBAgQJ069btuf2ZVpP235DkYObMmfTp0webzYavry9lypRJa5bssOPlR2poZ9ICdo3Qf5v27t0rmqZJhgwZZOfOnalqHmC1WqVbt25mtLQdO3ak2ThER0fL3bt35e7duxIQHWBqPGqOqSl+fn7i5+f3SNMaEkLPent7i7e3t2TMmFF69+4tffv2NZPWOjo6yvHjx+WMOiPtVDv5Rn2TyA/CqqxSU9UUBKmn6iWKRqeUkl6qlyBIfpVfbqvbckldMn18HqQ4FSfn1LmH6j9I93yM7mmM4uPjpWjRokJmJN/ifPKT+kmi796RD3/8WRxKvyvkai9lmnwjZy5cF13X5cjJQMn28TvCktyPNI37Qf0giJGf6YJcEBGR9+Q9sYjhE/J55Ocya9YsqVq1qpQtVEjCQfR7Jk0nTohSyky4iiC/ql8fvlcqWoqoIoIglVVl83r3qX3ipbzEQTnITGUkdY2IiJAOHTrIlQdMp9Y0bZoipkAvI+m6LmFhYdK/f//78/X9B/U+xs9ZOctqtVqCrgWJZwlP8fb3lhW3ViQyjftUfSqIYYr4qnrVNE30U37mmPdVfU1/H78l5cQxX0ex5Gkvllvugm5olwqv9pKM1RqIc/5OMm76Oqmv1zc1TFlUFrNdFNJJdZIoFSUeysOMIHfm3CpR6dMbSTkTEr8+6Z1y9+5d+emnn8z3ir+/fyLNY3h4uAQEBIizs7OcOXPmmcf6zp07kiFDBnF0dJRJkyalumnxs8yNgwcPSr58+QSQ7Nmzy+HDh5/7nX9IHTLvoZNykrVqbZpf65PoypUrUrZsWVNL+Oabb0pUVFSa82UnO6UV2TVCdtiBEfno7bff5o8//qB06dJPr5ACcHBwYPjw4WzcuJFTp06lSp8ASilCQkKYN28eNpuNEiVKMGPGDNatWwdAZIFI+BA4CpuGbAIxeHV1dcXFxYWGDRuSM2dOs7169epRokQJACwWC+nTpyc6OprZs2cTERFBoUKF8PPzIxOZmMa0h/g5zWk2aZsAWKOt4bJcJjf3I1iNZzwAZ7WzbJJNvMEbj7wuJ5zIQ54nXvsFLlCd6tzkJj/z8/1IdzPgXO1z9NJ64f3Jx/yw0IP9GeuxWxw4dymYBSv2Ub96MRau3Mud1V6wpAYWBwt0Stz+WMYCEKKFsJSlfMzHxBADGFHqNHeNt1u1ora3DxlbvY0GxLqAaxzs2ryZCgUK0MLSgslMxlu8qfngzn8CXHFlP/s5L+cpQAEsGLvwc5hDJJEIwkQm8i7v4uHhwU8//cS23bvJduIEUcCFv/5Cvf02tWfMwMHD44nj9U+C1Wrl2LFjtG3bllO3T6F/paNd12gR2oLbt2+z3m+9oRkSQwMznemMYASWSxY0TaOMrQwNaGC2N4QhdJJO+OPPj/zIBjYAEEMMkqATjCQhgiAaxUtkodoHjbkUdIvF3guJ1owyTfdHENRkC7MXN+bkuetESbQZCa4qVVnAAvPvghTkMz4jllijDw3i1v4Ft28brI8bB926PXYMDh48SNOmTQkNDUUphbe3N7/99hsNGjQwtTVWqxWRJ+k0kwcnJyfq1q2b4lEdUxqnT5+mRYsWnDt3DjC0QcWKFXtubVAsseb/nXCiBs+uZXsS9rCHBSygKU2pTvVk19d1naCgINq0acP+/fsBaNy4MZMmTcLNzS2l2bXDjn8d7IKQHf9KZMiQgfz583PmzBkCAwPZu3dvqglCAK6urjg6Go+XzWZ7Yf1cu3aNxYsXAxAaGsqECRO4fv06IoKHhwcxMTEopXBwcMBpnxOu7V3JnTs3r3Z/FYBcuXLRqlUrwDCzcXV1fWJ/98JiA5QpU4ZMmTI9tmwe8pBf8nNWO0tRKUo2siU634QmLGUpfuJHRSo+0/XfwwIWEEwwaPCj/HhfEEqInK4JhHsonKMi+DrvIsqvd6ZKvYp8Y9nFsKH5UYf9sNkU5A5DNb/ApfRZgNfN9pvTnNGMxhVXalELMMyfnHDCCy/6an3R0HCa8ztaTAzdx8OE7pBlC8S0/IxpmTPzY70f6erYlVxOuR5p4gfgggtFKJLoWEMaMoYx6JpOM2lmHnf3cKfyzm18+V57ai5bxvsiOPzxB3h5YfukFw4jRz/XmL4M0HWdL7/8kilTplD17l3i/4SzDUEchLrxdVnntA4LFkQEMRQ1NJJGT2xTochLXjQ0/uRP0x6yOc0BaEpTlmvLySk5qUpVBmYcTERDjfOBN7Fu/oCDWSZSaV8Ewz8DTY+GOpuIX9CIsfE/M8h1AAEE8D3fM0SGcIMbpCMdFahALLFYsFCb2jSX5hQtXRacJoLVCm88ehMA4MqVK/Tq1Yvg4GA0TcPV1ZX69etTt25dUwiKjo6mX79+BAcHm++dZ4GIcODAAWJiYp65jdTGkSNHTCEoV65cfP/99ykS4rsCFRgpI9nABj7kwySFu04uwgnnVV4lhhh+4icuc5nMZE5WGydOnKBevXoEBwcDkC5dOnr16oWvr2+K82uHHf9G2AUhO/6VyJEjBwsXLuSNN97g/PnzacrLp59+yqJFi8icOXkfuHvQdd0Upq5du8batWvNc7Nnz2br1q0P1XFyciLeGo/WRsMpwIlvs33LO40NXxV3d3cyZMjwTLzMmzfP/OA+bafYFVcOcICjcpSSlMSJxDlvFrCAg3KQvOR9rGCQVNSkJk44YcVKE5qgaZrB3/tgGWahoYM/naeEIBr88ClMOx7PhcXbsLkI4R2O8sbXwwgNsrLxx9mIfwwLtCP0j2tBaQyN2EhG0pa2ZCYzWcgCQA5yMIc5Jg9iEXzefJ2I5bOYkJB65np1oEAobdu2xdfXl5IlS/Lrr7+SjJQg1KY25zhHhERQjGIAhBBCTb0a593OMjq7hdIeHmhRUQjwc3foOeInetmEHx3HPNe4piV0Xefo0aP89ttvFLp7l2VAJX+waCCiEe4UzjCGEU88HnjwoXyIL77kJz83uPHINscznk/4hAIUYCMbaUITDmmHcBAH3ud9TnGK5dpyAC5rl1lwaxlTpu1l6ZqDXA25S8SKWTj5RVD2oNGeaICvoTnIL/kNLVAC8ib8QggxNEGaoKMzSSYZmtEKwIULyM2bULLkQ7wqpbh69SrvvPOOmRcnf/78LF++nIwZMybKITVlyhSmTZuGUgqLxfLMgkBoaCgdO3YkMjLyH6dNyJYtGwsWLKBs2bIp1uYnCb8XhVhiTU2kVbMSJVHJqq+UYseOHeY7OX369EyZMoVXX331RbBrhx3/StgFITv+tShWrBhly5bl/PnzHD16FJvN9ly7pcnFvd3anTt3cu7cuacKQrquo5TCZrPx559/mruyx48f548//gCMnd/r168/si+LxYK7uzutWrWiV69eLE+/nE8zf4oSxQE5QH+t/3Ndj4gQFhaGrus4OzvzwQcfPLWOBx5UotIjzzniSHlSJohEJSpxmtMESzAVqAAW6NGjB127dkU1UoQ2y0fjrbFc8gsn/W3AAja3BFWAq87n/epzcX8kW/y+QtcATQh1vGO2r6FRmidrFDVNw/GtN/E8+Bll9g/lQFlIF+qILdCVqKgoIiIiCAwMpF27dkyfPh1/f0Ma2slOtrGNt3mbHOS436BSMGsWxMaSs317cL5vtriYxZxyNAJaDPpc8cFMBw55eODvGUW/4SAWGGMZy3dqMJ6aZ0oMcapBRDh27BiTJk1i/vz53Gx2k9s/QelTMOpjGPytI9lqvEsXuuCBB4tYlOS2v+M7bJqNE5xgiSzhW76lqTQlPenJQx6iiSa7ZOeKdoV8ko+Dm27x88wNhEXE4O/niWPGeOIdYW4b8NyVj0iJhBFl4AkxKjKSkUlMYppMoxWtEpmHkjWrQX+DUopffvmF77//nqCgIMBY5I4aNYo8efI8JOiEh4ebmt8vv/yS7NmzJ3lMHoSu62ZwlPz58+PxkptYKqXMBLL33vf/JGQkI5OZzFSm8ra8TV7yJqv+0aNH6dOnDwC5c+dmzZo1j5wfdthhx+NhF4Ts+E/g999/54MPPqBo0aKp0p/FYmHw4MG0bduWu3fvPraciBAVFcWqVatYs2YN27ZtQynF+fPnE5mhPdiuxWLB39+fmjVrmsebN29O8eLFcXJyIk+ePFgsFpay1IyKFaQFPfc1RUZGMn36dABef/11Sj5iFzstkSvhB4AG72TNyoV2+RjrdY5bh27zydXhBEZcptIeJxynVGGkfpzJlskEE8xr6evxe+3fmWWZyUhGUltqU9OhBlOYQm96U4xirJAVpNPSPZUPTVdsqaGxowoU96tO2OqfWbl3Jb2L9EblUazsvpLPP/+ciRMncl47T3Wqo2s642QcF7nIQQ7yBm/QeXQEX/cJA0DOnIERI8w+KlABJ3HEqtmouQn02jWYMTgPe2euID7+LHiA22k3brncwiOHxz9mYXTPNKtly5ZcDL8IrYDvQLnBodIwtV961kZNB55s/vY41KAGC1iAkzhRgQpoaImEcXfcOcQh9sk+fG1+fJ3hF6KyhsIpb+LibJSf1pazjdbhcigrt/oVgpgEs9enBOvrlPBLCq5evcr06dMZMmSIuRmSPn16pk+fTsOGDZ94L52cnHjnnXdwdnZOUl8PQkQ4ffo08fHxANSoUcMU1l9G6LrO8OHD+fnnn1Olv93spjnNccKJZSyjRIK2OLmwYmUWs/DAgxa0oGPC71mwb98+oqIMLVKZMmXImTPnP+ZZt8OOlwYvMHBbmsIeNc5OSin5+uuvzZw3P/30U6r2bbPZpHTp0gLI5s2bHzqv67qsXbtWihUrZvJ4j+7l8LiXjyggIED69esnBw8elIMHD8qZM2eeGhXptrotr6nXpLwqL7vV7ue+njt37phJFjt37pzkerrSZYFaIHPV3GTlFnou2rVLDpRCLLaEeGIHEkfEy5kzp5QoUUL8FvgZkfR0pNhKd/lz2DA5evSoObYP5jeaqqaKxMSITJsmsmbNY9896sYNUQ0aiKpUSdSRI6KUkjH6mPtRxC4iPj4+Mn/+fNmgbzDbd1SOEqti5V31rliURX76ENEtiLJYRDVv/tA1nlanZdXVqRK3cpm0in3TbCfTrExCIwQPpFy5crJy5cp/RB4YXddlz549kjt3buM+7eH+mCX83JSbNFPNxFf5yig1yqhrtYqaO1fUwoVmrp1r166Jt7e3+Pj4yI0bN8w+4lScrFQr5YxKHFUtTsXJdDVd6qg64q28pbfqLb7Kz8ghE+UklHxHyNVeyNVeLHk6SNG6n0uFZgPFkqeDkKu9dOgzRSIinz/HjK7rMmTIkERztWXLlnLq1KknPu+zZs0SFxcX0TRNvvjii2fq++bNm/fHHqRXr15pPiceR1arVQYPHizOzs4mvw0aNHihfb6l3jIj/lVRVeSsOvtM7fxP/c+cz2PV2OfiqV69egJIvnz55ObNxycFtpOd/otkjxpnhx1Ap06d+O233wgMDEzVfuVv0ZsmTpxItWrVzHMHDx7k2LFj9OvXj5CQEACcnZ2pUaMGtWrVok6dOlgsFvbs2UP37t2JjY2lQ4cOFCxYMMk8+OLLEpak2DXNnz+fO3fu4OzsTIcOHZJc70d+pI9mmG+cltN8zdcpxtPfoes6W7ZsId2qVVzOBcoBY5lUEDgP3ASaY+YbYQ3wlvHf1pujefX7T6nx00/0GTkST09PcpbPya2Mt3AQB0pSEunSBW3mTABk8WK0Rzm5Z8oEK1ca0cAS5kEZrQyaaIgmsBvCwsJ4//33qbewHm+OfpMjmY/QV/rirDlTlrLM1mbzQ19443Aessb4wbffPtRNfvKTPyA/BMBJvjKuU4Pgd4Mpv9mVN1rEUm7lPno1a0anwYP5+OOPX8oIYCJCbGwsX375JXPnzuXGDcO/x1LQghJlRoRDgwxkYKm2FIB+0o9e9MLy3Xdcnj6QDa9Cndtfkr3zQABsNW2Ir2DjfrASJ5yIJppa1KIgBfmd3/mIj/iDP4jR7gcIuJcHCEDcrVRtmJ2Q3RY8PVyoVCoPrZpW5NzlEEZOiSM2zkpcvJXomHg83F2eeRyUUkyYMIHvvvsOMLRALVu2ZOjQoXh7ez+xbmRkJLquIyLm+yS5sFqt3L59G4BChQrRuXPnZ2onNXDhwgXGjBljaq/ef/99+vbt+0L7LEtZFmoLAdjBDspJOS5zGW+efG/+jnOcQxMNDY2znH1mfu7cucPNmzcBKF68uD04gh12PCtSTgfzcsGuEbLTPWrbtq0A8sknn7zwPCu6rouu63L16lV57bXXxMPDQwCpWbOmkfX+7l1p166d+Pn5Jdr1LVOmjGzduvUh/qZMmWJqiPbv359mYxgbGyvvv/++mV/o4sWLSa7bSXUSi7KIRVmklWr1Qvg7f/68rF69WgYOHCguLi7iAjLHCWkyB3G/iGS4m0FQRob49oHtZfv27bJ06VKpV7+eVP5fSVnRAFEJ+XjKPZhPyQ2hBVLgrQLy22+/ye08+USBKE0T26BBYk3QtDwSwcGiqlcXVaCAqE2bZJ/aJ5PvTJayXcsKLRHcjT68vLykUqVKsn37dmMOKV1WqVWySq0SXSUtF8qv6ldxVI5m3hq3aCOEWo5LyEgHxMXFRebPn59m8+dJz8u2bdukQoUKZn4c3kcsdyzipDuJu3KXyqqyZFVZpawqK7vVbnFWzoIgJVQJUUrJ3Xavi2e4scOeLtxRAlSA1I6pbe66vx39dqI+c6qcppapkWp0PwuRuq99ClABMkANkOwqu/TR+0rI7TC5HHRLgm7ckcioGNF1XSKjYiTw2m25dPWmBN24I/HxT9d2/qB+kGwqm/RQPR7Ki7V8+XJxc3Mz516XLl2SPI4DBw4UQCwWiwwZMuSZ7sU9LRogffv2TfO58TiyWq3yv//9zxyn999/XyIiHs4/luJzVenym/otUd6qv2sWk0L71X4ppopJJVVJLqq/vUdv3RI1a5aop+SB0nVd2rRpY47BggUL0vy+2MlOLxslVSNkF4Ts9K+ne4KQv7+/nDp16oX0cenSJdmwYYMMHz5cqlWrZpq03SMfHx+pVq2alCpVKtHxAgUKSNOmTeX8+fOPbDcwMFCyZ88umqbJokWLksfXlCmi8uYV9cEHhvnQc1zfzZs3TeHtzTfflOjo6CTXPalOSjFVTAqrwnJIHUrRcT937pysWLHCSJ76t4Sw5cqVkxo1akinTp2kfWx7c/EyR815uK0hQyQ+fXpZni2b1KxeXWrUqCHVqlUTV1dXo72CCM2Q2ulyyUVHTzmUPocM/vpX2XXgnCj1GEFo4EAjWaamGWZyylgEOSgHQRDPbZ6J+K1Xr54EBwcnewxOqpPipJwEQVyUixRTxRIt1tr5GO1nHZFVssdnl36qX5IFrBdJERER0qtXL8mcObOQBWEDwkHEYrMk4n+JWnK/Xny8HN04TqZdGCC31W1RSsn/brR5KLHqgyZ1FmWR0+q0LFKL5JQ6JY1V40eWd1JOUlQVlR/UDxKkglL0WoeqoZJL5Upk5rdH7THPBwYGSpUqVRKZwyXn23VPEEruJsWD9E8RhCIiIiRr1qwCSJYsWeTChQup2n9/1V8yqozSW/VO2efIZhNVqJCRhNndXdSVK48tu2/fPvHx8RFAPD09ZePGjWl+X+xkp5eN7IKQXRCyUwJ9/vnnpg/OsGHDUqzdCxcuyLZt22TQoEFmVvOkkpubm/zwww9y9erVJ9r+x8XFSYECBQSQpk2bJp2/uDhRjo4iCVoOtX79c13rhAkTxNHR8bl2nFOaYmNjpV27donGNVOmTFK5cmX54IMPJDw83NTQxapYma6mywq14olt3iuv67pYrVbZtGmTVO9RXYhPWL6u9krwFWkn2cp2kG+GT5WzF65KeESMRMfEiVIPCEVz594f/3btRCmVaEfZV/eVVWtWSY6pvuJ5FHF+DxkzZow5H0ar0VJYFZZv1bdP5HmhWpjIh8ambNJWbyPecW6SLTK9+O5PJxRLvOgvrorLQXUwTe5beHi4fPjhh1KpUqX7vnHDEGyG8OKu3E0+NaXJYXX4fv2uXY3x1DRRq1eLUkreVG+a2hyLMoQoF90lkdBRQpUw25ugJkhlVTmRFugN9YbcUDdeyPUGqaCHhC5X5SpX1VVzHtesWdOcw1WqVEn2dyslBKHw8HCpW7fuSy0IxcfHy8iRI01/qP79+6c5TylGUVGiNO3+O+Mxwo2u6zJt2jRzvowePfqp/qJ2stN/keyCkF0QslMCXb58WbJkyZJi5nH79++Xpk2bSq5cuR4ScDJkyCDlypWTDh06yPLly2XUqFFSrlw5k0aPHi1//fWXbN68OUkO7PHx8eYiKVmCkK6LypnT+KA6OIg6ffq5rvmLL74QQDw8PCQwMDBN7+f58+fl66+/llq1aomDg4MAkjlzZqlcubJs27bNFGRSoi9d1+U3/b7wYglzELyLCPnyC439xMHbTQqXqCi/TF0gp85fE6vVdv8lpJTIsmUikycbixylJFSFSlVVVbyVt0xSk2RjyEJzQe4Yh3j6ekiDBg1k5MyRiRbOJ9XJx/IYqSKltqotXspLRqvR5vG31dumSaLrNFfh5n1NiaY0qavqpvq9Cw8Pl/bt2yd6ZpydnaXh0obmtbZX7WWwGiy9VW/ZoXYkbqN4ccM0EUQNGiRKKdmpdkpWlVVyqVyyXC2X0Wq0bA7ZLC4DXYRIpEFMA9OcDkEyqAwSoAISmcEFqSA5pU5JLVVLmqgmcl1df755o3TZoXbIIXVIIlSE+CgfUwAaooaYwp3VapVffvnFNInz8/OTv/76K9n9rV69Wjw8PP71GqEZM2aYARKcnJxemIY/zejbb0V5eIh6/XVjM+vv80rXZcmSJeLr62taFFy//nxz1U52+reSXRCyC0J2SiBd103/lowZM8rdu3eT3cY9H5Q33nhDcubM+UgtT+bMmWXjxo2JFuIPahieZYGu67rMnDlTAKlRo4ZERkYmvf7ly6J++EFUgu/J89CDgtCVJ5hsPI6mqClSWVW+H+nrGenKlSuSJ0+eROPu4OAgP/zwQ4oKQA/SXXVXKqgK4qpcZXDoYPnm5wFiCU0w3zpk8FC2bDmZM2eO2f89PK3tU9umGpHtFOIViqTbjvAugjviEOkgKMPcLVnailOnRNWrJ72XFjQX++1OthPHQo7C6vvCUEe9Y4qP1eMoLCxMDh48mEgIcuzlKNkCs0nPYz0lLj5OZqvZMkqNklaqldRWtRNrgu7RggWiPD1FFSxozO/H9Pdg1LjAG4H3fYEe8AOy6Bb59GcfOfVWCVFLl8ob6g2xKItoSpMWqoU0U82kiWoil9Xj+3kcDVPDTMFrgVogJ9QJGaaGJbqmvwtBFotFFixY8Mg5PEwNk8qqskxX0x/Z33fffZdipnEWi0WGDx+eanMjqRQeHi4VKlQwfSbbtGkj4eHhac5XatHfhSBAXnvtNbs2yE52egzZBSG7IGSnB+izzz4TTdPEz8/vsf44j6OzZ89KtmzZHgpxnSdPHhk/frx4eHiIxWKRAQMGvJCP0qxZs8yP/65du9Jk/EaOHCkODg7PJAiFqBDRlGYuDE+rZ9NORUdHS79+/cz7kClTJunZs6csXrw4WT5LT6MVaoXUVrXlG/XNI30A1uhrEhs6NTXmQ44cOZK1O3tT3ZSdMZtkQ0M3+XD0fQEFG4IXQhHEaYCTfLH4C7E+zcfr0CFRDRuK6trVCN1tsUiMqyZjl9aTiWqi3L14VoZ2zmiECheEm0ivG71euK+QruuyatUqqVGjhmiaJt5eSMUiiEchx0RjeF6dlx1qh3yjvhFNaWJRFqmmqj1zvw8KQq/GvmqaDT4YHMHVZvhVOcYj2151lW56t0TmdPdCJWdWmWWMGvPYvmzKJp+rz6W2qi1r1VpRSkk9Vc/UvPVQPR6qY7VaZfz48fd90BJ87x61SXNUHTXnhkVZ5K56uExK+gj5+Pi8lFqGB7VBDRs2/E8JQUolTscASLVq1SQoKMguCNnJTo8huyBkF4Ts9ACdP3/eXHSUKlVKOnfu/FTNUGRkpKxbt04aNmyYyAelfPnyMnXqVDly5Ij5cfb09HxhJmNLliwxFwBPE4QuqUvPnN/iSRQcHCx+fn7PJAiFqTBxV+6iKU2clNMzO6Jv2rRJHB0dTROiffv2pXh+HF3p4qk8zQXxOrXuoTLRKlq8lJe5OM05/76GsH79+hISEvLUfi6ry+KqXAVBygfnknMFHMXBaiycc1x1lYVe7jIdJAOIu7u7TJo06cnCUIUKRr4hTTPNxwREjRxpnP/4Y+k+DkMQekArst36/NrCx973sDBZunSp+Pv7GwFDvJEtlZGrAcjecs7ipDuKpjRxUS5SRpUx/KaUrymENI57TWJiHzYPepDGq/HSUDWURSpxIJF7i3ovLy8zOAWCTFPTpKAqKBZlkYzxfuY9HDTUWyL1CCmqit4fH5V4rE6oE4n62KV2SVPVVFqqlmY7fspPlFLyl/pLXJSL+Cgf2a8SR3uMj49PJARpmiZvvvmm3Llz57HPtINyEE1p4qW8JEpFPVQmpQWhB3MvvSz01VdfmaaUK1euTHN+UptCQ0OlcOHCAkjVqlUlKChlA3rYyU7/NkqqIGTBDjv+A3BycsLLywuAQ4cO8fvvvxMbG/tQORHh2rVrbNiwgbfffpsGDRqwcuVKALJkycL69evZtm0b7dq1o1ixYpw6dcrMZWGxvJjHqWHDhuTLlw+ApUuXPrbcUpaShzzk1/IznekpysOGDRvMDObJhRdebGITvenNWtaShSzJbiMuLo4RI0Zgs9lwdHSkffv2lChR4oWMuRdeaBjZ2R+VI8QVVyYzGSdxwhdfRpYaac6t1atX88Ybb/DRRx8RHBz82D6mMIVYzZh/ezNeot3J8qzW1tCNbkwcmJk3oqJ5F/jWF6Jt0Xz00UdMnTqVOzduQP/+0Lo1nDp1v8F06QDQRNCOHgWLBenZE3r2JJ54jueLI99ZjJw89/LyKNi4bOPzD9jfICIEBgbStWtXmjdvzq1btwDI90M6qu+AXJcgwjOeleG/05ve/MEfHNAOAHBXu0u2pdXJPK86wZ2LsmHHycf2c5KT9NB6sJKVvM3bRBBhnnNwcMDLy4uIiAjKbS4HQFEpyuu8zglOEE00gx2HYRELmSI9aNlyAe6aBz/wA6644oEHXeiCE04AWMSCO+6J+m9Na/7iL+Zr840yWPDBB4ArXCFOiyOCCIJJPA8uXbrEF198QWxsLJqm0bx5cyZPnky6hHv4d+QgB2tYQx/6sIlNuOH22DHx8vJ6KXNFPS90XSc8PByA2rVrU7Vq1TTmKPWxdu1aTiU884MGDSJLluS/R+2ww46HYU+oasd/AlmzZmXevHns3r2bgQMHEhsby9KlS+nUqRMODg5ERUVx584dpk6dyq+//kpwcDBWqxUwhKhixYrRu3dvChUq9MjFt4gQERHx0PGUgKZpaJqxMD9w4MBjyy1jGYKAGEJRO9qlGA/Hjh0jLi4OR8dne2WUS/g9K/bs2cOqVasAKFKkCAMHDnxmXp4EDY21rGUKU6giVR7Lc0ta0pSmOOKIQx4HosZF0aNHDyIjI9m+fTvbt2/nxP/ZO+vwqI4uDr/3rsWNBBJCkODu7i7FIRRri0vhw1qslELxQoFSpGiLe4tLcQ/uBAtOIEbcVuf7Y2EhJECABGi77z77QHZn7sy9a3PmnPM7AQEsX76cLFmypOhfkYrJ/j4q+VNNqsEKVrG64l3+qAXtVkF8HqAzJFZMpFdkL25M+JafZ8UiZBnu3AF/f/MBliyB6dMRa9ci3b1r9gfZ2mJQmsc61+ccTvEqQG82ghKBr2FjwEZ61+idLsUYTSYTQUFBzJkzhz/++IOwsDCEjUCdXU0Z9zLEfhENIgqjAuZ/48hK5xbUogUCgZ/wY520jhxJubhf8hwizIbweZ6ER8a9cjwNGmQhIxBo0KDguQGgVqvx8fEhKCiIatursbv6buywQ8b82VWjpgY1aEc7sjtkJ4dDDQAa0IBIIpGQUKOmC11YyUoa0YjsZLccP5ZYlCiRkBAIvhXfYsBAT3oC8Bd/Yf4oCraylbKRVTh75R4Xrz5g3Z+biZJ8wUlLsUI5mPDTNJycnRFCkJikZ8VGf+48DEMhyzSuXZysmV25769Cfa88h1zD0VR9RL6cWQiLiGW//1Wu3w7hyJkQUDnRqlVrvL293+n127t3L4mJidjZ2b258Qfk4cOHTJgwgaVLlwLmYq/29vYfeVYflri4ODZu3IgQAo1Gg63tq41hK1asvB1WQ8jKfwJJkqhZsyaFCxdm0qRJxMTEMGTIEMqXL09ISAizZs1i3759JCYmIoQAwNXVlZw5c9K/f39at26Nra2txSB5hp2dHZIkER8fz8KFC5kyZUq6z12WZerWrcuVK1de264jHVnJSowY+ZIv030er0MIgRCQpNVjMpkAUKkUqFVKJElCCIFWZ8BgMAKgVCrQqJUprmdqBAQE0LNnTwwGAwqFgoEDB6a6EDCZTCRq9ZbXD0CtUqJSKpKNYzSZSErSm41GQCHL2GhUljYFRUEm6H7CYDQSRxISEjYaFbIsPT9HYQIkjBgBI81atEatsePs2TP8NmcWcXFx7N27l44dO7Js2TI8PT2TzbUBDRgsBjNFMr9fni3k9ehZ/tR+XecHtgmAAyjHKjH8z0D44ljLuepMRubyC5e4xKAsgyg8aRLkz4/o3h1sbYluU58W1OOcdA6AGPunRhCALbAEziw/w+rVq+nevft7GZYmk4mtW7fSvXt3wlRh9I2GHFngu/MSuiw6CuoLclZpNuKFBNRvgs5gQEJCpzPwu7SU6epf8NFkQ2QXkD0W/Yy9aO92J5hgPPFMMaYvvmxgA9vZzhd8kcxjk5iYSEBAgOVvBxxS9O9MZ45xDBMmfPChF70sr8Uzyj29vcg1rlGBCsRIMSiE2fgyYWIoQy3jdKELe9mLBg3l7tXmqx8XcuT0TRIStebPgFNRQBAYraHv6DVM+74dhfJmJUmrY+Xm4xw6eR2lQsHD4Ehu3gnh7JV7aHUGVEoFf6w7TPd21flzx2lOXrhDklaPMBnBowaSbeZ3ewGBc+fOWTZ/PhWMRiOTJk1i7ty5gPl7/F0MtTjiGMMYdOgYxShceX/D/0NhNBoZMGAAK1euBKBq1aqUKlXqI8/KipV/D1ZDyMp/Cnt7e2rVqsWmTZuIiYmhatWqGAwGS5icWq3G0dGRtm3b0qdPH3x8fCzGTmp06dKF2bNn8/jxY44dO0ZUVNQrQ1zeFVmWqVixIr/88str29WkJiGEYMKEC+k7B5NsgmGgzaYlRA7Bm5S7zlExCYyftYWL1x4gyzK1KhVkQJd6qFUKYuIS+Wnudk5dvIssS3xWsxg929dAo1a9cezvvvvOEhJSqFAh/Pz8UrweQggC74by/dS/iIpNAMwRYC3ql6bb59VQKp97C+4+CGf45PWWdqWL5OSHfk2xtVEDoDcYmTxvO0dO3wTAzkbN2EEtKJI/GxFRcQydtI4HwREp5qlUyGTPmp96LXqyed0CDEkx7N27ly+++IL169fj7OycrP1P/EQ+kY+97GUQg5CQGM5wlrPc3ECSSHAQFDcVp0TtEixhCcs6QpbDkGMxrC4aymFpELKQOcYxrnIVOneGpk3Bxoav7XtwgANm40cCT+FJNrKRRBKXpcvm69ZRMLDyQCRJonv37m8dVmUymXj8+DFz585lzpw5RH4fCYNg3WMYOQb0WcyW1wrlCmob6nJOcQ4kWK1ayfXQO3TaPppdh6/g4eZE794VEb7PjVictQxs0JIeUgxjxVhGMCLF+E2e3l7GwcGBChUqsGvXrlfO/Vn4IxJI4s0G+TO2s50YyRymZZTMhv1c5jJNmoazcOYYx/icz6lHPRLjDXw/ews7D10ybxAIAcKARqPBaJKIT9Sz//h1Fq09zMQhrYDnmwp6g5HVW05YjHmtzoBOb+DS9SCGTlqHLEkoFfJTz5MMKhdC4hzQ6gzYaN78uXoVlSpV+iQ8LkajkStXrrB8ufnz4OrqysCBA/n666/f+lhjGcs0pgGQRBJzmZuuc81ITCYTR44cQQiBWq3ms88++1eGP1qx8rGwGkJW/lPY29sza9Ysjh8/TnBwMHFx5tAbR0dHChQoQJ8+fWjcuDFOTk5p2iHPnDkznTp1YuLEiZw7d47Q0NB3NoTOcpY/+IPa1KY5zd/pGKnltKQHZ8uehcZgMBkYqhvKbnanaGNnq0atUrD/+DVMJkFUTALtm1Ugm6crDx5H8NfOM9y4E4Kzoy1ftqiESvnmH3ODwWB5jXx8fJg7d27q3iAh+PvwZbbsPY9WZ7A8HhuvpXm9UmRxd7IYT7HxSRw8cZ2wCLN3RZYkDEbT82OZBBevPmTPEbNHwdHehsgYs9GUpDNw7Gwg128HpzpfWZaw1ahwzlWfiNt7ENpI/P39CQ8PT2EIAXR9entGXvJSkIJcla5SRBThT/EnOaWc6AvqyaTNxOWwyyw4e4pIIiHiPmAOv4okkv43G9FrrRsFmw2DIkUw8Pw6ICCEEEIJpTGNucxly1M6g45BgwahVqvp0qXLa14NMwkJCeh0OuLj45k3bx4LFiwgNDTU7InrYW4T4gV/NwSPJwrCMhnpQAcGxA3hyLUbRFe8DsC5zP7cWLmMhJtKyhTLxdZMf1qMNowg/52L+J4XAZjHvFQNoVfh4OBAmTJl2LVrFzqdDpPJlCKkdTGLGcc4fIQPXXjzeT+jIQ0ZLUYTJ8VhI2xIkpLQoCGBBKKJZiMbKUhBXHHl4d3r7Nq2HlOcFpSOkBSKqzKECaMmsfnwQ3YcuITBYOTM5bvExiUhy8kNsmyervw6ugM2GhV9Ry3nauBjhBC4ONox/Yd2ZPN0ZcDYVZy6cAeQCA5PICFR+16GUJkyZT4JQ2jlypUMHDiQmJgYJEmiX79+fPfdd++UF/jiZyHZ5+IfRq1atejTp8/HnoYVK/8qrGIJVv5zeHp60qNHD8vCWJZl/Pz8qFevHg0aNMDNzS3NYUKyLFOpUiVsbW1JSkpi5syZltCwt8GAgTrUYQ5zaEUrAgh4c6cPQCKJCAQGpcESVnVXeZcRjCCY58aAJElo1Eoa1ChKFnfzgv9uUDhXAx9hNAnOXb7Pg0dmL0p+Xy+qlMmbprA4f39/jhw5AsCYMWOoUKFCqv1i45LYvv9iMiMI4MrNIM5evvdO555WVEoFKpUChSxjMgniE3VEah3I5FsLWWlDQkICffv25dGjR6kKdLzIDW5wVTILBFySLnGCEyhRYivb8rPNz2z33s6qyauo36w+bAa+A/ZBqBTK7Nw7afjFSqhXD4RgJjOpQQ188aURjZIJQGxkI3V1dSk+vzjSKQmRlMTsWbMswgYvYzQaiY2NZcOGDTRu3Jj8+fNTokQJxo8fT0hICEIInJ2dyRL2PB/qVFUbbgcd5rq4znzm4ym8yPFzC4h9ukgXoGp3m2rl89OxRUVUDpJ5jibgcFYUG/OiMZiN3ra0ffvXRWUeZ+XKlYSGhiZ7LokkcpCDRSxiNKMtoghpoSAFecADAkUgIYRwQ9ygH/0Ac1hdbWpjxMj9+/fp0a0Tj67ugvBjEHaIHB6Cek3aE3Bfz6VrD5/PJ0mPTm9MNo4kQbkSvtSoUIAyxXJRJJ+35fEi+b2pV7UIxQtlp2ThHJbPhE5vTGbUp5XY2FjOnz//1v0ykv379xMREYEkSfj4+NCjR493FkcZyUh60pMudGEiE9N5ph8OlUqVIbmRVqz8l7F+oqz855Blmb59+3L8+HF27dqFyWTi999/R5IksmbNSs+ePd/qB7dy5cq4uLiQmJjIihUr+Oabb8iZM+dbzcmEyWJ0IEG8eDeFtvRCIOhIR1ZJq6gr6lLyVEn23tiLXFHmVrlb/CR+4gQn2MOeZP2K5vehQsncbPj7DFExCRw/e4vyJXw5cvoGSToDGrWShjWK4pXFJU2G0NSpU9HpdEiShKOjY6p9hBBcuRHEuStmg8fJwRY3F3vuPgy3GEi1KxdMUxhearSIDiTHgpngPRwUyfMTPD2cGdW/GQ72Gi5efcDSv44REh6DySSI0Tsg1O5geMjff/9NqVKlKFmyJCtWrMDNzS3FOAkksIENaIQGraQFAdvYRgc6WNrIsox/PX921duF00MnYorHIM4IqG3OvYlzgN2lI9gvvqOj9AX72AdABBFUoAKBUiB3xV0a0pCmqqZEto7kl30l2f/1fVQR5/E705iaDxvhEu+SbG7BwcEsXbqUiOgIkuLNxpxKpUJdQg0doK2+KtPu5+XB3YJU8PmGJKUeP3V7bIqWJQ+yxQhTaNVwwBsa3QWgdp08zGveF5VKgSRV4NKTG2w4eQzDxBJIIa5M27meGp/lpAAF3vp169SpE7/88guJiYmYTCaMGFGgYBazGMAAfPDhKEfJSta3Prbz0xuYVQYHMpA1Yg3XpGtUFBVx1DqSc2hOLp64BBp3cMiHxjkbUSpntvqHYzQeRG94bviIVMaQkLC3VaNUmA3s5+GdEq7O9qhV5r+VL3iRUjtOWoiOjub48ePv2Dv9iYiIsITDNmjQgN9++y1V0ZG04oILs5mdXtP7oBgMBkveY/ny5T/ybKxY+fdhNYSs/Cdxd3enX79+nDx50hLqI4Rg8ODBVK5cmWLFiqX5WE5OTnTr1o2xY8eSkJCAwZC20As9ehawACNGetCDtaxlFrOoK+pSlrKp9nnw4AEPHz4kW7ZsaZ7fu/CYx6ySVgGwW9pN9kzZoS8oByjRldUhEESQPE9GkiScHG1oVKMoOw9eIkmr48T52wTeDeXUxbsIIfDK7EKjGsXSFBYXFBTE9evmMKoiRYpQr169FG0Egj9Mi1kVf4BwPYCC4gV9qFY+P5PnbUevN7L3WAAPHkWQO0fmNBlfL1I3MYglIXsQv++Fi6dg085kzzvYa2hWtyRZ3J1oXq8UdrYaxs3agtFowmCUKFKmNnfObSAxIZ7Q0FB2797NrFmz6NWrF5kzJ09sH8xg5jLXIuKABA1FwxRzmsxkhCSI8Ymh2ZxmJC5OZFfoLnLFQos/of5mHUg/sYCF3NPdw1Zly2npNIFSIABHpCOcECeoQhUcHByYvPg+Wo15PEwnOXjmJC/pA0AF4AiQC6StElWmVSHf5HysKLUCraRlmWkP3xXcQ/Hf4G5meOQFJ9vsxW64HdnJzkEOonkWtrk7OzS8hyRkOmVqh5utOQxLCMHgoNHsHDKF2PgkUIGDzpmCFHyr1+wZ9vb2yLJMUlISw6OHsyLrCopRjFBCMUkm7nGPv8Rf9KVvir4vfzZfFFBIjf3s55pkXrgLBDHqGC4Wuwh/OoFbBVC7YVIoKVM8Dw2qFSFvriws3+DPnztPI95ovaR8z77t+/ifRmhoKKdPnwagbt26ZM+e/Q09/r1s3ryZO3fuIEkSDRum/D6wYsXK+2ENjbPyn6VBgwacPXuWCxcu0LRpU8CsNvWsLlBakWWZHj16kDlzZkwmExcuXEimXPYqJjCBvvRlAAMYzWia0IS/+Ztv+faVfQICAhg4cOBbze9ldrGLn/mZUEJf2SYzmSkozAtQb+GN6xOzypJymZJ2ce2oRS0WsCBFP4UsU61cfvLlyoIQEBD4iK37LnDnQRiyLFGxZG7y5/ZM00Luxo0bFkNo4MCBqeYtLBKL6Kbsyt5qyzCNPoosSVQvn58mtYrj7mpW8LrzIJwjZ26+0265h/GFULbX1AUCs6hC9fL5LfkZJgH5CpXh+PGTLF68GHt7e0wmE6NHj6ZDhw4sWbKE4ODn4YVhhCEhISPzpfiSy+IyX/BFinHqUMc8nrBj6udTWbd2HWWul+F2bpg6CMu3+hPDE2rVq8WNGzdYJ9Y9dxcIWMISTMLEL/d/QatOfnybHDZ89dVXlnutjrXgEJDraffGAp/tPiwqs4gkKclcS1QBkS7m520TofNi6DXsHnpJzy3pFutY93yAJndAIRAKE5s1f732mr4PNjY2FCpUCK1Wy7KcyzBJJs5L58lHPgBUQkVlKqfa9+XP5usQQuDxwAMbnY35gWd1mg5CvsKlUdq6gSShkGXy5cyCZ2Znzgc84MT522kwgj4cGVUH7X2wt7cnX758H3saHw2j0Yi/vz8GgwFZlv/1BrAVKx+DT++bz4qVD4Qsy+TMmZP8+fOzaNEifH19AdJkxLzMEvclhN4JxbDDQI8BPbh9+/Yb+zziEfLTsKFHPHptWx8fH0s41dWrV19brPN1HOMYDaQGDGFIqmpbz1Ci5AQn2C12c5GLFMtVDLVaTWJEInl/zstudlOa0in6SZJENi9X6lQphCxJPA6NYtGaQ8TEJeLsaEvTuiVxsHv97vrLuLm5UbRo0VQXAY949FzxyyseOzsNVcrmpUBuL0tOhU5vYNveCyQkaN/6tV1nn5NFroWIKVIC8fvvr20rSRKuznbY2Ty3LAxGEzly5MDPz4+vvvrKUnh17969dO7cOZlRO4EJ1KIWjWnMT/xEIQqlOs561rNX7OU61/HFF0dHR/wr+7P28VpajGgBPwKngC/h5KGT1KpVi+A1wckcC2GEMf3udIbmGWp+3AA2cWqKJRXjL+e/+OOPPyz3Lwd/ycspNOc055LFYeWLzUoJZWlEtWro1NBz7vPhZCEnr5t0Mov5SVlQVar22mv6rgghCAwMtMiWy4fNP3W2wpY5zOGAOMBFLjKMYdhjz2QmJ+v/8mfzDncoQAHccWcHO5K1NZlMjOoyiqQcSVALqAYulV0YWHggc2ZOwzOz+XObpNUzb9UBOn+7iMlzt6NWK1E8Mz6E4N0D296fLFmy0KZNm6dTEe/0HZgWhBAYjSaiYhJ4EhmX6j0iKp64BC0gY2Njk8z7/WxuOr2BmLhEIqLMfaJjEp7K2iefu15vICIq/pVjRccmotcbMvSc3wedTseWLVsAqFOnDgUKvH2IqBUrVl6PNTTOihXM4W1qtRohBKNGjWLZsmVkypQpzf1/1PxoXtzVgcjSkcycOfONctcjGMEd7mDEyChGvbZt+fLlmTRpEj169CAgIICrV6++U8z8fe5b/n+Xu69t64ADtakNQMOGDXFwcCAiIoInT568tp9Go6JRjWIs3+BPSHgMD4MjkYDC+bw5XWMjPeV6NKIRy1iWrAjmyzxbmOTOnfuVdTO66Xry+62N3NcGwdhyZM7kiEIh8yA4At/smZGkAISA4+ducfNuCCUKZUeWpGTqXBZHiRApjC29pGCgdzXyLuxPlTL5ICTqtfNVBAZy7MpSNAY9bTxqWJ5Tq9X8+uuvVKtWjTVr1rBv3z6io6MJCAggLCyMax7XaEc7nHFmM5vJwqtfWxUqalIz2WMKSUFTz6YsG7cMW9kWTKD/UY/hhIHHdx6zLWgbxIOUIGEbZEul+5VYFbPK7OURoA5Uc9PxVrJinOc4x3GOszPL83BAlV7FGOUYHHGkr/Q8pOyG4yOOH11JtRnncD90iHHfg3i6xv+BHyhHOZ7wtDjqwsJwzoNWtcrTrme71CK/LMSrYqlGNQII4Bd+oSMdX934KQkJCWzYsIHhw4fz8KFZkMDUzET2L7PTu2ZvAtQB1KpViyMuR9gtmdUPvxff8y3fWgquvvzZXMQibnITgWAc46hABZrQhABTAHU21eHo0aOQBB5GD6pWrUr37t2pV68eSVo9w7/+jF8X7+H2gzBkSSKXjwdtPitLkXze9P5+KRHR8TyJiuNJZDzeni5PCyg/DX974f0oYS6sLEsvXTLpWVlXkN7RmFKpVBa1y1WrVjFgwIBU89jSgzsPw+j/40pu3kl9M0etVmJIisZgn58n0XfZt38/RYsWBcybGqcv3WX7/oucvHCHoOBIjCYTmd0cKVUkB41rFadymXzY2pjrgp25dI+B41bxJJXCvJIk4enhTO3KhWjXtDy5s3t8ch6XTZs2Wd7D5cqVw8bG5iPPyIqVfx9WQ8iKlac8+xHcuXMnW7ZsoVOnTmnuW5rSHOc4aIErcCH6AjExMTg5vVrOOjvZ2cWr65y8PLeXc0rehRa0oKPoyBnOMIEJae53584d9Ho9CoWCPHnyvLatLEkUzZ+NssVysXXfBcBsHNWum4cfHT8HYDWr6Sv6UolKqR5DCMG8efNeO44QgrhHAlWfenDPHOb3QBlBxwHzkWWJ+AStJfQoOCyaPUcDKFbQBwd7GxzsbQgJN9eCiYpOIC4+CQc7DUIIkrQ6omKei1Vo1Crsbd/sxRICNPN+I5c2GgkYFn2JTS4tUSjMi2tZlmnTpg1+fn789ttv9O3bl0uXLtGxY0fClofx2OMxwQQzhzlMZeobx7OQmAjr13Oo5BO2FDXvHiMDeaHs4rI4LXJi77d7zXO0FyTsS2BYu2HgCDiCOp+aOYo5yYygW9yiPOUxSAYUHs+N1Wz3szE452BkWaaEKEE72vFAeoC9sCcveaGcCiHLlD9hYkM2QEAVqrw0YQnpTBY8CuR646md8j7AEekICBjK0NcaQkIIEhISGDhwIL///nty9cb2cH/MfYafGg5toGWjljT4ugGaWmZhihKUsBhBkPKzWYYyCMn8ZionyjHnyRyOuR8DGdaXXQ9PIyhnzZqFn5+fpZ+NRkXXz6tRr1oRHgVHIUmQNYsL3p5uGAxGNi/sT5JWj1KhwNvTFUcHG6Z935aomATLQl2hkLGRVXzXpzFdP68KkkSWTI6o1eaf704ty7F83jhiYmIoWKctLk5vX3D0RcLDw9Oc5/gu6PRG7gU9IfDeq0NzAXApCWp3TJJ58a83GFmz5SRjZ27m9oNwhBBmIQkhuHknhKNnAlm/4zTffd2Yrp9XQ6NWkpCk486DMEKfxKY6xM27IfifC+Ts5btMH9mOnNncPxljyGAwcOrUKcv37jOPnRUrVtIXa2icFSuAUqlk+PDhODiY80pWrFjxVv3/5m++3r8a+4qn4NZaDh70Z+TIkRkx1fdCg4alLOUKV2hGszT327RpE7GxsdjY2NC6des3tndxsqN1ozLk9/XEN7sHpYvk4LOKpfEV5vBDO2FHLl6/EH706PXhgkIIDhy/zsPHz0Ub9AYjIeExPA6NJibu6eo0dxTGJoFs9j9JZHQCbs725Mj63Nt35WYQs5ftI+DmI67desy8lQc584Lkto+XK1k8nFNdIOmfLupu3Qtln/9VNoYKFJi/WC/bulOuuG8KYQhJkihevLjFSN69ezfnfz+PkAQmyUTOqJyvPe8UfPUV0ldfka/xIGyMT8PyJPP9f1X/x5bFW8hkeMG7+TlIIyTIDHJLmbFbxtIlb/I6Osc4hkEyL4aNktHsNhNw/9B9i0R8JSpxnvOsEqu4yEW88IKKFeH0aZxlN5Q68xxucct8UFkQ8c0eFCfX4/btPTzcHFI4gzRqFbl83PHN7oFvdg/y6QogCxkkKEVKr6AQgvPnz7Nr1y569+5N1apVWbRoESaTCZVKRYMGDdi2bRvKWUrwBJoAn8Fff/1Fjzo9qNy7MuMDx7NbpKyL9SLNac4R0xHmB8/HaYwTs3vONst8S8BZ8PDwoHfv3jRo0IATnKAgBalEJYKkINQqJbmzZ6ZquXxUKZsP3+yZ0aiV2NtpqFgqDzUrFqRquXy4udijUiooWTgHNSsWpEaFAhTI7YUsSygUMoXyZqVmxYLUrFCAQnm9UcgyClkmV7ZMKA3hkBSMk40eterd9jc7dOjwUeoHKWQJezsNDvYa7O005iKxAJKMjWsuHDL5YhKCOw/CmLlkD7fuhwGCkoWzM+zrz/i6Yy18vMzeq8eh0cxZvo9rt1L/7lAqZBzsNDjYaSwqfAaDiT1HA9h95ArGd5Aezyhu3bplKSZbp04dcuV688aBFStW3h6rR8iKFcyL0/bt27N+/Xo2b9781v0dcWR58zbExwCUAVYTFBSU3tMEoFSpUpQoUSJDjp1eKBQyrRuWpWaFguadW6UCj0yO+OPPDrGDSlQyL5zfg7h4LVv3PS+gaqNR4ZHJEfkFgyXSNZiYPzeD2sTxK9c4d6U1tSoWpGndEhw7G0iSVk9Coo5pC/9m6Z9HQYKIyHgSksyCGWqVgmZ1S+Lh5pjqHIKCI2n99WwUskRikp4nkU7syVIXO5OB4IrVWFGlcIoimQCVKlVi/vz5zJ07l3PnzhE9IhpOAtGwXr+eVqtakTVrGmWdL1xAADnuw9nlgzjxZX4AspHNEtp4SnGKkqIk0VI0kpAQYwUMA3VxNW3bpqzR44FHsr8dHzsS+ygW449GhocMJ0eOHDRv3hxXXPmczznFKa5whYY0RFGiBCElymOQzLk0z1Tfrjle4l7NYwBEfH2ArlErXjIuJfL5erJl0QCEySwjn8nFgdoU5oa4kaLIcHR0NFu2bGHgwIEpwjVVKhWjRo1i8ODBqFQqSlOaE5xAMkmUcirFNftrxMfHs2/ePs6sPkO+hflo2bLlK70BOp2OPZP28Mcff3Dv3lMjuTw4lXairW1b+u3vR6FC5pyu7/meG9xAQmIWs5jEpNe/fumEjY0NHTp0eHPDV+Dl5YVC8WY1x/SmaIFsTBziR+ZMjsQlaJmzdC9rtp3EHOgnExmrw2g0cft+GPefbnoolQqa1yvF/76qg0atxDe7B9MW/o0kSTjY2fAoJJpiqYgNVimTl1EDmqFSKlmz9SSL1hwiIUlHYpKey9eD0OkNL8iUf1y2b99OWFgYkiRRqlQp7Ozez9NnxYqV1LEaQlasPEWWZb766is2b97M2bNnuXjx4lvJaOfNC2fOSEiSCSFu8eSJC3FxcRYvU3ryUcI37CChdgJzts1hfI/xr20qSRJ2tmrsbJPnGXjgwZd8mabhcuTIYc69SAUhBFdvPeb0xbuWx+pXK8L4b1tio3kmViCYeH0ei9TmXV5jvnC2TjhPjfIFaNekPFduPGLV5uPEJWhJ0up5GByZbAxbGzUt65eii1/VV8p9G4wmgl7qt88+GwXzZGViv+bk8M6U6mslSZIlTO7cuXNcunSJQYMGERkZyWEO07lzZ7Zu3WopCvpaJk/G2Lc3e9q4kbVpQ76iaoomOcnJZS6zQWygP/3ND9qDSxkX1Gp1iva1qU1r0ZoDHOA7vqOrfRdmDG/Ntnt7OEFSMrGO7WynsdQYgL6iL7/yK2tYw3qxnnzks4Q/5pCzW2okZSUrWX9bgLRsFXTqBEOGIEmgUSstu/vPKPP09iKXLl1i7NixrF+/3vJY3rx5yZw5M5999hlVqlShQoUKluKT29nOX+IvSkglKLWwFEuqLmHKlClcvXqV6OhounXrxqZNm5g+fbolN/DmzZuEhIQQFxfH1KlTOXjwoCVkzNPTk9YVWtOzZ08KFy6cbG4FKMBeaS8CQT7x4RTPdDodR44coUKFCh9szPQgMUnPvaAnxMYlEROXQFjE83wepVKBu5sTsizj6myPg62GMGLR6438tnw/567cp2Kp3GTN7MKsMR3x8XLD1dmeTK4pvY0Azk52FCvgg7OjLbFxiazffurppocgIVGH0fhpCCYkJCSwZs0awGyg9uzZ8yPPyIqVfy9WQ8iKlVSIjIwkKirqrfrs3Alr1ggePdrOhAkXOHRI4saNG5QSAvr1g6xZYcECeJqU/K6cPXuWQYMGsXDhwg9mEDVv3pyJTSdiKmdiinYKPelJdjKutockSXTt2pWVK1em+rzJJDh18Q5qlYKsmV1QKGUa1SxG/txeFiUuIQR99B1Yd3oZsQXu47igAgE3H/MkKo4s7k6M/7YlJQtnZ7//VQLvhfEkMg6D0YijvQ15c2WhVsWCfN64HJ4vhMUpZInMmZyIjUtKMSeNWklOH3dKF8lJm8/KUqJw9lS9QS+f57NCq66urnTu3JnIyEiOHj1K48aNkWWZ+vXrU6lSJRQKBcWKFUtpHDVrRv9mu5kjzUEWNdnN7hRiCgDeeNOXvgSGBzLLdhamnSb8vP1SzT1ToWItay1/31w7lP3D9+A6EFp1S972FKfMXiYE/vgDZqGNTnRK1i4b2TjBCQ6JQzS/XwrViKe5Q8OGIdq3hzTUxoqKimLHjh307duXyEizAWpra0vlJpX5ctaXfJbpM1xIWazXFVe60hWAO9IdvL/yZlejXXTq0Im9e/cSHR3N8uXLuXLlCn379uXatWusXLkyhVdXlmV69uxJnz59KFiwYKqfv6lMpbQojQsubxV++r6YTKbn3qr3wGg0EhwcnC45iWnh+u1geo1YkuJxSYKShbJTqVRuFLJEwTxefFarOIvXHyEuQUtwWDQbd51l466z2NmoyenjTp3KhejsV4Vsnq6pjvU4NJodBy4BsH7HaZ5ExT8dS8LDzRGV6tPwBm3atInz588DUL9+fXx8fD7uhKxY+RdjNYSsWHmB8uXLkzt3bm7dusXKlSupWrVqysVOSAj07m1OUp89G3x9YetWMk2cyNdVqrC5YkU0Gg1arZaVK1dS6vhxeFa1vXRpGDbsnebm7OyMnZ0dCQkJnD9/ntjY2NeKMbyIFi396Mc1rjGBCa+sn/IqChctjFCZd0sNGgOXxKUMNYTehCxLtGpQmjqVC4EwL5q8MrskC4sDKJwjB2dVR9A9NkJjUDaXcXU2h5hkcnWgR7vqtGtageiYBBK1eoQQqJQKXJztcHGyQ5akZK+/u5sjf0zpgk5nTDknhYSTg60l1wPS7rmTJIkmTZowZ84c2rdvT0JCArt3m/NW/v77b8Ac7lWzZk00Gk2yfr1792Zn9Z1gAyZMrGMd3nhb6uW8iF6vJ354PKZFZi+ZYoDijXN8whN6lv+dg4XNKTHVh0FISAgmkwlZlulEJ1axihBCGMnr8+KKPb3hGImws4OEBLC3hzS8j6OioujatSsbNmywPObr60u/Yf34udvPfCl9SS6RiwACXlkA9QpXKE1pdLKO1plbs2LFClatWsXIkSOJi4vj3LlzdO3a9ZVzkCSJe/fuERYWhk6no0CBAimUvNSoUxiBGYmjoyNNmzZl8eLF6XK8uLg4VqxY8Vbe8HRFCDDpkPRhNK9ei7y5zBLoTg62jOjbGG9PV9ZtP8XNOyEkJukwGE0kJOkIuPmIq4GPOXYmkBmj2lO+RO4Uhz554TYdB85P8biHmyMVS+dB/YkYQvfv30en06FSqfDz8/tkBBysWPk3YjWErFh5AU9PT4uM7NmzZ4mPj08Z2jZpEjzLI/ruO1i9Gtq3h7g4JH9/Gm3ZQs6cObl+/bq5IOjTXA9JCITXu+fFVKtWjR9//JHBgwdz7tw5jh8/Tr169dLUdwUrWCAtQBISXenKNa691dg2ahuqH6rOgcoH8LrrRc3cKT0O6cqTJzhdufLKLyhJkvDK7IJXZpcUz5kwcZrTZJey46n0xDf7q3e2JUnC2dEWZ0fbNE1LpVS89njvgyRJlChRAmdn51S9kXq9nl27UqoMbtmyBfG5QF4so9ApmOs4l7mmuVQZX4Wij4vSq1cvsmXLhqurK+Hh4axbZy5umjVrVlq2bPnaOUUSSWEKE1rsCQgQEhyrASeu/ki+sWH49RtDDtccz99PRiOcOm7eHHidR8HVFY4ehW3boGnT1xpCQgg2bdrEzz//zLFj5hwjOzs7izBClFcUA6QBgNnb81g8Jic5Uz3WSU6ik8z5X/vYR+bMmenYryPKakrm95jPpTNmb4G3tzcuLi5UqVKFTZs2WQrfGo1Gtm/fzo4dO5BlmTp16uDo6IhzdWfu9bqHr8KX6UzHlrS9n9IDtVptqYH2PiiVStzc3IiJiUmHWaUdZ0db8vt6cS8o3KLkiEmLKSYQe1UiiqdeVZNJ4OpsT79OdWjdsAxXbgZx+uJdTl64w6XrDwgOi0EIwdkr91ix6TjFCrzZi6KQJVxdHOjetjrVy+f7JAwOo9FIeHg4ALVr16ZKlZdVF61YsZKeWA0hK1ZeQJIkWrVqxZkzZzh9+jRDhgxh9uzZyX8gPTzAZDK7IdzdSdLqUbu6IcfHgxDIHh60aNGCSZMmER8fT+KCBdiWLo3w9IQvU8+PuX8fkiISyDfvGwgLg4kTzUlHL83tWS2JpKQkli9fTqVKldKUg+SOu/kYSCkS4dNKrUO1OFDjAC37tMRuZgYm7j5+DEWLUiYigk3A6Lfs3o1uLJYWYyfsOMMZ8pM/AyaZNh7xiCiiXlkc9WXy5cvHxo0bmTlzJrt377YsSh0cHJgyZYrltTYYDMydO5eIiAju3buHbrUO02oTpqMmntUuPaI6wpHfjjB//nzKlStHrly5SEpKIiEhAVmW6du3L5Urv94zGEAAodJTmWMJstzOQliBEI5/KShxYTamRZsgIACevQc7dkRaswatg4qvz1ehh+9EylEu9YMXL26+v8AOdjCTmdSiFt/wDRFPIhg9ejQrVqywGId2dnb88ssvdO7cGVmW8ZQ8aSaasUnaRBvRhhzkeOX5FKKQOYxPEvjiSyihFJGKEF4qnIJbCmKf1574+HiKFy/OH3/8QWymWOr0rkPSpSQSExOZM2cOcXFx3L17F4PBYPHWMQSLBmvm0Mx0S+qGj4/PJ7GwTiuZMmWibdu2TJr0YcQdnlE4nzeLp3Rlv/81vpuy3hyupnQElxLEaM2S9gajib8PXubQyetExiRgZ6tmQOd6NK5VgiStnp0HLzJo3GruP4rAZBLcuhdKfKI25Tm62JMvlydKpYxarSK/rycNqxelWrn8ONhrPonX6969exbvXs6cOTMkx9SKFSvPsRpCVqy8gCRJlC9f3hLaduHChZSNBg9G2NsjEhIIafslyxfvIaJ+T35wjMS2ehXkcuUoesssGXzw4EEu3rtH+aFDXznmzp3QuDGYTPbMQaKXvBFiY+HZIusFKleuTKlSpTh27BjLl/9JhQrd6NGjGso3fJKb0ISlYik3uEFver/NJUnB4cOHCQ8Px93d/b2O80pOnUKKMKtD1Qc63b7N+fPnKVmyZJq6b8FcSydBSuCwOPzRDKFjHKMmNdFLesaL8Qxn+Bv7SJJEtWrVqFSpEjt27KBz585ERESg1+uRZZm2bduiUCgQQtC+fXuEEGzbts2SL3Mq6RQLTQtRa9VkOpCJSPtI4uPj8ff3x9/f3zKOi4sLnTp1siz8IokkhBDykx/phTTzMpShsqjMUekoxS7VxBiiRNLspsTTj4X88CHi+nVzyCeYPTyAJk6P7th+Ovh24CY303S99OhpTWsSSWSntJMc93KwtM9Stj09Jpi9okOHDqV+/frIT3PBJCQ2sAG90KPi9eISV7hiqQd0m9uc4xzhknn3/arXVRrWbsiOzTvYvn07w/2Hs7jpYkzFTSwstpCuoitfffUVBoOBzZs3Ex8fz+XLl5k9ezb6SL1ZYlyGCUMmsHDXQjp37kyXLl3IkiXLP2IxK0mS5Zp+2HHNwiQtGpRi//GrrN12CpMJUDnjfzmS8Mg4nB3tOHXpDrOW7kWrM+Bgb0MOb3c6t66Cna0aTw8X7O2eh0O6OdujSUVGvHKZvCyY1BkXJzuzwvwLxZU/BSPIaDQye/Zsnjx5giRJlugEK1asZBxWQ8iKlZeoVq0aJUqU4MSJE6k+L5RKEnv04vi528yc+Cf7/K+RpNXjNKA5gxs1QIk5gVulUqHX69myZQvly5d/5Xhbt/K08KdgI83pxfznO+wvIUkSrVu35vTp6+h0J+nb15c//xTs2ZOsCH3KfkivLUb5Nly/fp3Hjx/z2P0xP/ETBSnIcIYnK0j5XtSogShYEOnqVWYDYU+e8ODBgzQbQgMYwEhG4iN8+IzP0mdO78AOdmDArDL2J3+myRB6hlKppHHjxixcuJC2bdui1WoZMGAAAF26dEGhUFhEE1q0aGHp14UuTGc6skbGtMHE/v37uXv3LgAxMTH8NPMnogZGkZAlgVBVKJ54coMblKEMcVIc34hvmMIUy/E0aDgoDrL79AU6fb2EkNgI5K4l+LPgZVpdNRBRqBCuL+aS9O8P48dzOxf83UDCi7TXpZGRscGGJJIQCDq27Ij+rB4Ae3t7Bg8eTPfu3fF6RXjpm4wggEY0IrvIzn3pPv3pT2UqU1QU5ZJ0iR6iBxWaV+DgnoMkJCSwNnEtAgECNrKRLlIXVCoVKpWKzz83FwY2GAyULVuWA4cPsPLxSrSFtRgKGgheHcykSZOYNm0a1atXt4SuOTg40LNnT9RqNY6OjtaF7gu4uTjQqXUVDvhfJTgsBiQ4cuY2B45fp2X9UtSuVIhVm09w614ocfFJTPptG3uOXMHR3oabd0O4ccesZOjmbE/dqoWxt7dJMYYkSSgV8itVID82kZGRLF26FAB3d3d69er1kWdkxcq/H6shZMXKS8iynOruoBACk0kQFBzJkj+PsnTDMe4+CMNoMu8wz1q6l1oVC1CuhC8NGzYkb968BAQEcOTIEXQ6XaoyxWBOL1q8GLRa6PJ5EngNhCFDUm0rSRL/+9//WLw4kIsXzYur/fsloqIErqkLJaUbVatWxcHBgbi4OObNm8f+Wfu5znVMkol8Ih9++KXPQE5OcPEih7Zvp3+zt1fdGsEI+oq+2GOP8iN+xfnhx0xmEiti6cnby99KkkTt2rVp2LAhmzdvJjExkSFDhlCjRg3yvhQ2+SI22JjDtGygYcOGlscjIiKY6TSTqF5R6NDxg+kHNrKRXewiTjJLFi9jWTJDCMxGtK3RDgGgVSLNLUbr4ChcuEsFHx/+NBiwfaZkN3Yspm+/YY/DatoqrtKPfmk+XwUK1kSsoevRrjxY+gD9WT22tra4uroybtw4vvzyy/f2WHjiSSCBxIt4nHEG4BzniBbRuOKK6UsT+/btY/ny5cTNjUNuKaNQKehM51SPp1QqadeuHX4GP25INzisOAylwTHWEd1UHVqtNkVe17NQ25IlS1KxYkW6detGlixZcHZ2fq9zS08SEhIwGo0ftK6QBFQsmYcC2e0IDosGJJ5ExrF8oz9VyuSlXPFc9OtUh6kL/yYoOJKIqDj+PnTZ0t+s6OhIp9ZVaFK7hCW36J+EEAKj0SzE8vnnn5MtDUqKVqxYeT+shpAVK6lQt25djj9TesP8A5WQqOPQyev8ungPR07fJD4heQz649AoJszZxpKp3XBysKFu3boEBARw9OhRzpw5Q8WKFVMdq1IlCA4GgwFcXJoCTV87N4VCQfPm2bl48QpQmMaNxfsqcqeJkiVLkilTJuLi4jhx4gQmowmerpPSzRv0DIUCw3uEEz1b5H5MilGMRzwiiSTccHtzh1RwdHRk0aJFdO3alc2bNxMdHc2CBQuYPHnyWx8rPj6esJAw8x8SPJaDuR/0BNXtHNiWdyBRE0eoFEqz618xgfHkyZkFdSp1jNQqNWoXF6IS4MzZs2i1Wmxtn4sDSM4udOftd7LDwsL4+YufebDrAWD2nsyZM4emTZtib2+fbmFbSpTJ3h8yMq6YdxFkWeabb77hr7/+IuFgAqZMJiZNnUSL7i1edTjzMZXKZB6pH77/gayFs1rkrKOioliyZAlGo5H4+HgSEhI4evQoR48e5bfffqNw4cL06dOHBg0aWI7h4uKStjpSL3D69GkiIyNxfc9dkZUrV/Ldd9+90vv2PmhUSnJnz4wwu8HJ4e2OUml+bR3sNbiqnkBSMF4+uXFxceFJZCwBN4OoVakg3dtWp1j+bOw8dJlzV+7zOCwKo9GEu6sDJQvloG7VwlQtlw8HO3O+j72dmry5PMnkav4uyebpapHX/9RRKpUfJVTRipX/GlZDyIqVl5AkiapVzUUpDQYDWq2OoJBofl97iBWbjvPwcSSmpz/isizh5mJPVFIcBknPzoOXWL7hGF9/UZtatWoxa9YsjEajZZfvVbztmr927YqMGVOCAgVqs3btRiQpdbng9MTR0ZFu3boxcuRILl26xMaHG1mbYy2FRCFa8PqF4ruQM2dOcubMyd27dzlw4ABNmjT5JOL43wa7p7f3wc3NjdmzZ3P8+HFCQkLw9/cnKirqrcOqDh8+jOlXE3wHqOGUfJK6477j8WGZJL8iMNps+G/JvJYLjT3o0a4G/bvUxc4muSdTpVJSu3ZtNq+6nMoo70ZoaChffvmlxXvi4ODAb7/9Rrt27T74YrBIkSL8/PPPDBo0iKS4JPx3+hPzecwrpeof8IDpTKcqVclBDrzxpp9NP1TtnhsxRqORYcOGIYSwGEBLly4lKiqK+Ph4Tp48yblz57C3fx5K6Ofnh5eXFy1atCB79uzY29u/0qv8jAsXLhATE/POhpBGYzYg9Hq9xVBJb3L6uLNiRk9MpqcS7goZ26dFkCVJQtJHQOg+vh3WmK5dupoL7WpUSJKEjUZFtfL5qVQmL3q9AaNRIBAoZBmVSoFKmVwOvnTRnGz/Y6DlXJQKBbY2b2dcWrFi5d+NdbvBipXXcO7CZUb9tIAewxfzyx+7zapET39UNWoltSoWZPjPVVCcXAcXV6BvdZWpC//m0vWH1KlTh0KF0qYW9m4YCAzcy/bt2zJs0fIikiRRoUIFHBwcEELgE+fD7/zOt3yb/h4hIFeuXOTKlQuAvXv3otfr032Mfwqenp506tQJMMu6R0dHv/Uxjhw5gjHeCKbnj918GExcghblYR+IfbrI3pSL+48imLtiP2cuPS/QKRBga34NypYti1KpRAiBTqfDgIEkUhaZTQthYWEpjKA5c+bQtm3bj7IjrlAo6NatmyX3atOmTcybN++Vn7H2tOdXfmWUNIra1GY0o1PkKykUClxcXHB1daVx48aMHz+eCxcu8Oeff9KoUSMcHBzQaDQYDAZiYmKIiopiwYIFjBkzhho1apA/f3769OnDTz/9xE8//cTx48eJjY0lNjYWrVZL6dKlsbN7fyXH9u3bp7k22bsgSRIKWcbBToOTgy1ODrbY22qQ5eT1uhAGpk+dzM0bATg62KJWKS3PS5KESqnAzlaDo4ON+Rh2mmRtnqFUKHC0t7GMZWer/qQ3UyRJemsvoBUrVt4PqyFkxUoqyLKMrLLHYF+Y39ae58CJ6yQmJV+IOzrYMvzrz4ipdg2tXbz509QpgAePIli+4RiyrET5VM7tyJEjb/QKvfX8ZBmDwcDw4cO5du3t6gK9K+XLl8fJyQm9Xs+cOXMyfLxn4YRXr15l9OjR/ylj6OxZGD4cjhwxv96VKlVKFoL2Tuih5JiSVI6sSdn1bamoKU/hvFmZ0bkXx0LOMXnfSrLMqQtAWEQsZy/fRQgwYiT6100QsIKEqbvMRhHmvKOpW6fijTdOOLGc5SmG3MIWRjCCW9xK9rgWLWPixlB1U1V2HUzpCfqQ+Skvo1QqqV69OhqNBpPJZFHySo044izXI464NB1flmXc3d1p0KABa9assdQcu3btGmPHjmXAgAHkypULOzs7YmNjCQ8PZ9GiRQwfPpzhw4fToEED8ufPT/78+fniiy8wGAzJvEnvypo1az54HaGXeWYIPHz4kNOnT3/UuXxo3Nzc+PIVJRasWLGSMVgNIStWUqFSpUqUKVMGbDyJSzBadoPtbNXYasw/1E8i41i15QQVEio/T8rfnR2TEJy5fI/Y+Oc75D/++GOynKP3pUyZMtSoUQOAmzdvsnDhQkuoSUbzzLiLj4/P8LEaNWpkMfh+/vlnNm7c+EG8Xx+buDioXh0mT4batc05ZM/EKt4XPyc/DjrvZl/DP1gzqzd/TOlKvlxZuHw6jDMbooiNNee+mYQgLl6LEIJ7trfQVbwPgKHebWIcI1AoFJhMJk7mOUk44RgwMJ3plnEEgtOcppnUjIlMpCIVLQYDwNCEoYy2H82Nrjdg9HMj6JlE+MemS5cutGvXDjAvyr/99lsSExNTtPuDP/iMz+gv+vMlb7+Itbe3x8vLCy8vL7Jmzcrw4cOZOnUqx44d4+rVq0ycOJFevXrRq1cvChQoYJH2DwsLIzg4mPXr19OhQweePHmCwWDg1KlTJCUlvdP3QUJCwkf/fH3//ffkzp37o87hYyHLssWgDQgIIC4ubYa1FStW3h2rIWTFSipoNBoqlS+JIuE6CCMIE9m9nBnRpzGDezZEqZARQrBy03EWDL5GtSHDUbdsAdPMEs8mk1lhrnTp0kiShFar5dixY+lmrGg0Gn766Sd8fMzV07dt2/ZBvCV2dnZ069YNAJPJlOGLplKlStGvXz8kScJgMDBq1CiuXr360RdrGU1SEiQkgBASer1EbGz6Hj8+QcfmPef4+vulfDFoAe36zaPf6BX8ufMMCUm6FO29tNmQg81GmHzHhXzOBfHzM6sE5ryT01x7SIIGNOAJTyhBCWyxZQlLLMcIl8JZwQrALD6y6+wuc+0dAUovJXPmzPnonqAXUSqVDBw4EDs7O0wmE+vXr+fYsWMp3nslKMFmNjOd6ah5fQ5PWpEkiSxZsuDj48PgwYOZM2cOc+bMYf/+/Vy5coUrV67w66+/Urx4cZRKJXFxcZhMJgwGA127dqVo0aL89ddfbz1u4cKFLXlI6enBfhuUSiVhYWEfZexPiSNHjljqg1mxYiXjsBpCVqykgiRJjBs3jmVzx0P8bUi4T/j1LeTJrKNfp7rUr14USYKERB1//X2GfesfoDvnDEho1Eoql86Dk6Mt06ZNo2jRogCMHj2aI0eOpNsivnTp0nTsaK4NdOfOHX766acMX7zIsmxJ0t+2bRu3b9/O0PFsbGwYP348tWrVAuDatWt06tQJnS7lYv3fhLs7zJsH5coJfv5ZkDevuX5TUtK75eG8iMFgZN32U/QbvYJt+y8QFhFLvaqFmTric+aN/5LsWTOl6GNrssOtXQdoXx/7z1tho7DB0dGcS5Lzbk6uiqscE8cYxzg2sIGL0kV0ko61rMVTeJoPIuAxjxFCsG7dOh72eAjbQbFbwc+OP9O+fftPTiWrQIECjB49GqVSSUJCAp07dyY0NPSjzSdLliz4+vri6+tL79692bVrFydPnqRr166UKlUKWZaJjY3l1q1brF+//q2PX7duXezt7YmPj+f333/PgDN4Mzqd7j/tCcmfPz8aTcaL31ixYsXMp/WrY8XKJ4SdnR0lSxTFy+YRRJwgIeI2SYnxuDrb8UO/phTK652iiKlSIfNZreJ0blMVjVqJSq0hp28BABITExk+fDiPHz9Otzm2atXKovK0dOnSD5pDExsb+0EMEltbW8aNG2fxfj158uRf7xEC6NYNjh+HQYPMf//999/EpoNrSKszcPLCbSJjEhACXJ3tqVI2H24uDhw5fZOwiJRjXHE4T8TqFTDxGCav5M+vWLECj2gPKlABCYkylEElzOGjVanKJjZRgQr44UdPerLyzkraVW1H3OY4GAI/nvmRvs36fnJGEJjzVZ55WAAePXrEiBEjSEhI+MgzM+Ph4UGJEiVYsGABO3fu5PTp09SsWfOdjydJZtECIQQRERHpOFMraaVBgwY4Ojp+7GlYsfKf4dP75bFi5RMif/78HDqwmxpVywPwyy+/cOfOHUoVycG88V/RpFYJMmdywtXZniL5vBnSqxE/DfXD18edoOBIfvl9N5HKwmTKkhMAf39/VqxYkW4L+QIFCliqjz98+JBp06ZluFeoefPmGVJf5HWUL1+eRYsWIcsyCQkJ3L9//72uoRCCJ1Fx3LgTzPXbjwkOi8ZoNBEeGUfg3RDuBYWTpM04CeG35cV5ZM+e/a1FE17sr1TKeHo4W+qp3L4Xyv9GLefLQQvYsuc8DnYaUBsxNQ3kVrYLAKzOugiTRxxki0XXwSyb7ZwQT1fANTQUg8FgOX4JSnCRi2wRW1jJSspSlmMcY7VYzRX/K3wb+i3CU4AveP/kTdeuXT9JI+gZrq6uLFu2DEdHR0wmEytWrOD48eOfzHvjGe7u7pQoUYLPP//8nY/h7OxsyYv6WDg5OeHt7f1R5/AxuX379r/e423FyqeEtY6QFStvIHfu3Jaq7+fOncPPz4+1a9dSoWRuFvzUmcC7ISQm6cnm5YqPl7lw5p6jAcxaupcD/teIS9CSJ0dlkuIjiI+L4ccff8TJyYkePXq8t5SrnZ0dvXr1Yt68eeh0OubPn8+AAQPSRUr3VWTKlOmjSLx6enoiSRIhISG0adOGdevWkTdv3nc6lhCwavMJfp6/A6PJRJPaJalRIT/LN/hz5UYQDvY2NKhehK+/qE32rG4fVHJXCEFsfBKPQqIQgJ2NCgdbBavX/gVKRypWq4+tnSNCiGTzerYwj41LIjwyFq3eiEalIJOrA7HREWzZsgUAtUpJ6+YVuXEnhF2HLxMZnYCtjZqiBbLRs30Njp+7xW/FxmL0C2QJB2moLUDe+EIcdtsDgOKaO1JRI99v2YIGSIiJISEkxBzP95T8T28vsn79erp3705M/xh4Wlt4QLUBZHHOknEXM53Imzcvw4cPZ9SoUWhLafFb78ep/Kfw9fb92FNLV5RKJR4eHh91Djly5KBy5cqsXr36o87jY7FlyxZiYmIy9DvcihUrz7EaQlaspIF+/frh7+9PaGgo586dY968eUycOBEPN0fcXZ8red15EM6yDcdYte4gP17YyHTtE75zLcXO+II4exYkPvAECQkJzJo1i65du1oU2N4HX19funbtysKFCwkJCWHWrFkMGjQoXY79OgwGA3/88QeTJ0/O0HGe4eDgQObMmXn8+DEXL17kl19+YciQIeTIkeMdjiaIjUviYXAkJpNg+/4LbNx1luCw5/V5rt1+TFRMIpOH++HkYPvBjCEh4PDJG3w9chlGk4mShXNQNIeawEgPyJKHbae0MGYlfb6oTcnCOZBlcyhTXIKWnQcu8efO01y89pCY2EScHG0pks+bYnldCQ0zJ15LkkSeHJmZM/YLbtwJJiIqHgd7G/LkyIy7qwNVyuRlu9sY7gmQkLimuMokhzHkDMiHrFNQpkZlimZxRPM0V8YOuH/uHJkKF37lOUVERDB+/HizNPM4yB6RnTZN2zCwzsAPcUnfG5VKRZ8+ffj94e8Ezg4kkkga+jfknOu5f+2C9dGjRyQlJWFjY/Oxp2LFihUrGcanG49gxconRM2aNVm1ahVZsph3r1etWpUscT0+QcvmPefoNWIJk+dtp9jN87SNv0tuQyxzn/gTG5+ErVdFKlatDZjFDfbv358uc7O3t2fgwIEoFAq0Wi1TpkzJcBGDZyxbtoxbt269uWE6kDNnTlavXm0Jy/vtt99o0aJFuuTNPHgcSfasbnzbvQG1KhZEoZDR682iAifP33nv478tiVo9j0KjeBQSxfGzgSzZehWDOhuonAiL0rLsr2MMn/In9x+Z86USEnXMWrKHPqOWs3bbKa7desyj0Ciu3XrM+h2nmTR/H3r7grhlykKzZs2QJIkdTpvoVLwxG6vPpmIZXzw9nLmjvM1unw0E2d8DCeywo4eiO+4uTnxf8Gu+K94Tu6pR3Mx3j+jB3xIOLAKWX70KwGUus53tGHgeKieEYMOGDVy8eBGAOrXrcOqHU0yuOxlZ+uf8BDk6OtLsh2YWpbubTjc5evRouo6hR882tnGFK+l63Hdh+/bthISEfOxp/Odo1aoVzs7OJCUlsWLFio89HStW/vX8c36FrFj5yNSoUYOvvvoKSZIIDw9n27ZtGI0mrt8OZuzMzfT5YTl7jwWQmKTnrtIBEyABd9TmsLo7QdHYZikNmPNc0lN9KjhHMA1GNkCSJJ48ecLGjRvT7dgvo1aradu2LQChoaFcv349w8Z6mSpVqtC7d28yZ84MwJUrV5g9e/Z7i0S4udgz7puWTBjSisnD25DN0xWA6NhE/M/ewmT6ePkgTyLjePwoCGKu4OWUhK2NCqNJcPTUDbbuO4/RaOLwqRvMXLKX8IhYVEoFdSoXYvjXn9G4VnFUSgUJSQZwyIvaOSfe3tkQCLrRjWtcY740n93sJoAAilCEXlIvDJLZkNGhIwvPQ9fmMpdqUjVqSDWYM9KN8r6+dAP+2riRZXeWUYISNJYa04Melj6nT59m8ODBgNmrN2rUqI8afrWf/ZSlLF/yJfHEc4ADaTY8BrgNIOvjrBAGfGeuNXT37t10m1s3utFEakJxiuOPf7od923w9PTMcG/yP4GHPGQnO0kkZe2ojCRbtmyoVCpMJhNnzpxJF6VIK1asvBqrIWTFShqRJIkuXbqgVCrRarX8PO1Xlqw/SPdhf/Dr4j3mnI6n6+XTGndqeTZg42dfsXfEFJRKGZNJcPhcMBrn7AA8fvz47RKuHz2CAwfgpUTaOcyhll0ttv6wFacBTul0tq9GoVDQvXt3vLy8EELw888/f5DiqmB+DUaMGMHKlSvRaDTo9XpGjRrFpEmTePjw4TsfN4u7E4XzeaOQZXyze5Dd2ywhLYTg/uMnGAwfp6aKeRIGiL6CIuYCbevnpUzRXAAk6fQcPnWTmPgkdhy4RMjTsL78vp5MH9mOMYNaMOW7NhTJnw2QQNZg65YXgYQWLW6Y89lkIeONN2c5i14yG5QKocBW2DKOceYaQU/xxx9JSEhC4oLDBVq1agXA1atX+fX4r5gkEwg4zGEAIiMjmThxIlFRUYBZnrlSpUof4qq9kp705CxnWS4tpxWtqCXVojjF2cOeN/b1Vnpz0+UmZT4rA5shKCiIBQsWpNvcnl03k2TiJCff61hRUVHvpG7n5+eHq6vre439T+cBDyhEIRpJjahP/Q86tr29PS1atADM+UJnz579oONbsfJfw2oIWbHyFnh5eVG9enWQbTh7WzB44jqOnglEqzPvoMuyhIO9Oab+oI0nI3Te1GxalWrlzInjeqOM1rYQyDaMGTOG1atXp63I6p07kD8/Uq1a0Lp1sqcOcciyOM3c2uwp2bx5c4YaJz4+PuTMmROAgwcPcvDgwQwb62UkSaJChQp07NgRWZYtxlCDBg24+jRE623R643o9ObXUG8wkpT03MMkS+ZioR8NkwF0EbRp05rvh39D7hxmb4oQEBIWTVx8Eo9DzcIKALl83MmZLROyJOHhao+TjQmePpsjdyGQZOpTnyApCBtsWMtailKUJjShtCiNWqj5mZ+JJ57BDE42lb70JROZcMONfvSjZcuWeFX2ghIQMDKA3Prc2GDDD/xAVFQUXbt2tXgnCxYsyJw5cz7MNXsN3jxXJLvFLRAgEBzhSJr6h9qEMnjtYDwym1+HZcuWcedO+oRPjmIUNsKGgqIgn/Pu6m8Ae/bsITAw8K37PcuF02q171SU9d/ARS4SJ5lrGR3jGCbSpxB2WlCr1ZQpUwalUolOp2PRokUfbGwrVv6LWA0hK1beAkdHR/r164dKpcCksCcy+nnYhIO9hia1SzBtxOdkz2rebQ+4Fs3EX64wuHsjPNye1obQuINTAeLi4hk2bFjaqqifOoX0zLDZY965vspV9rGPlrTEAQeccabQoUIA3Lx5M0NrCqlUKr755hvUajVCCHr27Im//4cL5bGzs2PGjBl0796dTJnM3puAgACaN2/OlClT3lp+Nigkko27zvE4NJpDJ65z+4H5NZFliTw5M6NUKNL9HNKMJJEtew769++PSqUm8UUjTZaRZRmV6vn8krQGDEYTWq2WiZN+4tAR/2d2EHa2aoTCxGHJ7HlIkpKww5zs74wzpzhFIon0p3+qUylLWUIIIZRQKlKR2HKxBB8KhnNg6Ghgf/B+4omnvbE9vXv3thhBdnZ2DBo0iMyZM39QBb7UWMtaxjKWdWId4xmPBg1ZyUpHOr6x7wlOkE/Kx+e5Pif7KrNn9+HDh+m2WP2Kr4gnnitcwRPPdzqGs7OzRdXxfSS+TSbTBw17/ZSoQQ3Ki/JIQmIYw5A/8FKpbdu25MuXD4Do6GirnLYVKxmI1RCyYuUtqV69OjWqVYKoi2DSWh4vUzQXv/zQjk5+VRnW+zPUkgcE/cSGP5rw4/dedG9bDYUsIcsK7NwLgtKeBw8e8Mcff7zZK1SvHqJQIYQkweDB/MIvFJYKU0eqQzvasYIVhBNOljvmfA6j0Uh0dPTrj/keSJJE48aNKV26NGAOERo2bBiJiR8unt7Ozo5Zs2axceNGsmXLBpgNwO+++4727dszZcoUtFrtG45iJiFRx9iZm2ncZTr9x6wkIsq8G5w5kxOVS+dFlj/s4j0+Pp5ncZaSQk31hl+ROasvZy7f48LVB+bHJYnsWd1wdrClcF5vlArz1/mVm0Fs33eB70eNZ/pvqxAqc5iTUqWgZOEc2KttGSAGAFBalKYqVZONLb3B/SU9vQHskfaYvWUCjI2ehg8K2LFjB3///TdgLoj7yy+/0Llz549uBAF44MF3fEcrWtGGNsQRx33uk4c8b+y7n/3oMRuiEZUjyOKZBQrA4s2L002g5E3X/000a9aM7Nmzv3N/Ozs76tf/sOFgnxr22OOPP1q0jGPcBx/fwcGBzp07A7Bp0yZ+/fXXDz4HK1b+K1gNIStW3hJHR0dz/RptGMRcBWE2Yi5ee0Dg3VAUskS7phUomqs6mOwBOHHMmSqNs+G+8CLes28yYnADHGzNCcmTJk1i9+7dgDnMrS1tmcNLIUQuLnDpEsTFwY8/ssG43qJeJRDsZGeyXcuIiAi6dOlCXFxchl0HlUrFokWLKFTI7IU6cuTIBzeGFAoFlSpVYsOGDXTq1AmFQoHRaOSvv/5i+PDhfPHFFxw/fvyNCcdOjrZ4uDly9dZjHoVEIUsSnh5ODOxSj5JF3kWe+925fv0akyZNshTGFchs3HuFxl1/odO3i7hxJxgAR3sb6lQujL2dmqZ1S1KycA4k4FFIFL2/X8L0VVcwuZRDKduQXx+NWh/F6YN/MmTwtwwNGUq8iOckJ7HH/p3n2oEOOAknMAKzYOfOnRw+fJhOnTpZ8oImT55Mly5dPtmiqQoUaTY+WtMaDzyQhcy3qm/xXukNV+HRsUeMWzfuk0hsf2Zsmkwmtm7d+tb91Wo1RYoUASAuLi5DPctvYufOnR/VG6J8qcJIBBH0fnqLICLDxpUkCWdnZ8v32cKFC3n06FGGjWfFyn+ZT/OXyYqVTxwHBwckCYi9bjaIhCAiKp4xv24mLCIWJwcbJv5QGIXmCQB2WY4y1m0EYTXO8bD+EfQ+82jfrBkoHYmJieHUqVMYTAaa0IR1rKOv1JcTnEg+qCSBrS0APQJrWcKdFAZoFVsPgAYNGliKvx47dow///zTsqBObyRJIn/+/EycOBGVSoUQgtmzZ3P8+PEMGe918yhdujSzZ89m7ty5dOnSBYVCgclkYv369dSsWZNRo0YRHh7+ylCh7FndmDv+S0b1b0bbxuXo0b4GCyZ1pvcXtbDVqD6YJ+PatWv4+flx/do1y2M2GhU5vTNx72E49x+FgwBXZzu+bFmJhjWLIkkSBXJ7MvJ/n5EvhwuY9MTEaREKZxSyhmPB27j2aCMH729h79bVzJgxg9atWzOs/zAGfzuYBw8evPN8i1KUq5FXcfN1w7TcxKFDh/j111+JiDAvEitVqkTr1q0/WSPobclDHh7ykCii6C315kGVp9fOEZYELUmRKyeEQKczEBkdT2R0PLHxSZhMAq1OT1RMAtGxiej1Bsv78ln7qJgEc/u4REwmEzqdgejYRKJiEkhM0iGEQAiBXm8gxvK4PsX7+8yZM+91vhs3bnyv98f7cu7cOQwGw5sbfiBGMpIFT2+jGJWhY3Xo0IEvvvgCMHu6f//9949qlFqx8m/FqpFpxco7MHjwYE6dOmWuBRR1HjxqgELDsbOBzF2xn+++bkytKj5MnLGXrbtvMKB7RZa5uVi8R8ojx2hxz50FWWohwo4wffp0ypQrg6Le81wPBa/OS+ngM4xNu2bwV91YTAo46HiWmjSladOmzJ8/ny+++AKtVkvfvn2xtbWlTZs2GXIdJEmiQYMGDB06lEmTJmEwGNi5cyc1atT44GFQtra2dO3alY4dO1K2bFlmzJhBYGAgWq2WadOmsXHjRlavXk2JEiVS9FVIMgXzZKVy6bwYTQJJAqVCgSTxwc7j+vXr+Pn5ERAQAHbPvVDOjraM/7YVweHR+J+9hVqlpGbFAtStUhg3Z3skScJoMLBv2woCjy8GZSbQeOCd3ZdGuTJTdoPZKCkj9BTSaLio1XL06FFLDRx/f39Wr16Nj4/PG+e4gx2sYx1taEMDGpjnZ+tM1VJV2fRgE6tXr7YY3sWKFWP16tWW2lv/ZOKJR4cOV1xRPb0B9Fb0ZgxjIBzEVsH/dv6PHTt2kDt3bsAc3bj3WACjpm/EJASli+SgS5tqbPj7DEfPBKJSKqhfrTDtm1Ykm5crQsCeowGMn70VrVZPoXxZ6fNFLXYcuMShk9dJ1OopUzQXXfyq4Oxox5qtJ9jnf434BC1li+Wks19VCufNSu3atbl16xZXrlzh4cOHltDRtGJra4ssyxgMhrSJuaQzderUYe3atR983Dfxoofodd/P6YGtrS29e/dm8+bNREREMGbMGGxtbfnmm28ydFwrVv5rWA0hK1begUyZMlGxYkWzIZQUYvYMORfBaITflu+nTuVCVCyVh14dq9GheVk83BypoJhF5t0XcT0byMCpMN3uPsKpOLiUIDLsELNnzmZZ6WWsc1tHdapThjKvnoCdHap6jUBahwQWVSNZlmnQoAG1a9dm586dxMfHc+jQoQzdlVepVIwcOZK///6bU6dOceRI2tS3MgqNRkOPHj1o164dY8eOZd68ecTFxXHz5k38/PxYv349xYoVS7WvQiGjVH74PBaDwcDgwYO5csVcz0alVvNs71eWJLJ5ufFZreJ81aoKEqBQymY1O8y7/jNmzGDVqlUYjUaUxjjyZLdh5R9DOLBnDyc2QHkgJHt2xv3yC2cvXkSr1TJv3jwiIiLw9/dn4sSJb1R0CyWUpjTFhInlLCeIIDzwwNbWlipVqrB582bL7r0kSfTs2fO1C/B44pnEJACGMhQHHN7rGmYUJzlJbWqTSCJ/8Adf8IXludHSaDoldaJNyzacvnuaQAJZsmQJP/7441MD2uwpPnvlHiaTIDwilrOX73Hx2kP0TyXZT164TeDdUCYN9cPV2Z6IqHjOB9wnMUnH49Aort0K5uK1B+ieKlOevXSP0xfvYG+n4diZQJK05nfKmUt3uX0/jAWTOlGxYkXmz59PYGAgwcHBb20ItW/fnokTJxIWFsahQ4fIk+fN+VOvQghBdGwil64/RKs1oFDI5Pf1xCuz8ys3GSpVqoQsy5hMZtEPOzu7dx4/PRnDGIsBlNEeIYCSJUvSunVrFi5ciMFgYO/evfTv399a58mKlXTk3xGvYMXKR6B///5Pk4pNEHsNdBEgBCHhMUz6bTsxcUnY26rx9DCHqkXfgSwHvqHgtMLM1RRiomNhc7ibjRc45Gb79h38r+z/mPB4Ap3p/Mbxp0rT+Yqv6EtfhjDE8rijoyNLliyhVq1aAKxatYp79+5lyDV4hlKppGbNmoBZRSsgIOC9FKveF0mScHJyYvz48ezfv9+yQ3/79m38/Pw4e/Yc2qREJEyoVUpUKsVHU8i+d+8eAwYMsIgLZM3qTf/+/VEoki92FAoZjVqJWq1E8VQ2/NSpU/j5+bF8+XKMRiMKhYJvv/2WY0cPU7xYUY6dOE5loEbWrGjOnKFx8+b88MMPjB07lsWLF+PmZlY31Gq16HQ6oqOjLfeXQ5KMGBFPbyZMGHkectm1a1eaNGli+bto0aKWGkOvYhSjmPj09gM/vLbtQx4yhCEsYAGCD/u+WsMaEkjAhImFLEzxfA51Dn6b9hteXl6AWU776tWrqb7/HzyO5FFoFHWrFqZ0kRwoFDIJiTr++vsMe46m/MwEh0cTGh5N3cqFyJ3DLI2vNxg5eeEOVwMfUatiQQrm8UKSzI8fP3eLS9ceUqRIEYua4rugVqvNnkajkcOHD7/zcZ5x7dZjug75neY9f6Vdv9/YeyyAtHw9PHr0iDVr1rz3+OmFM85Me3pzxjnDx1MqlUybNs0SIrdv3z5OnTqV4eNasfJfwmoIWbHyjnh4eDB//nzc3d3BmGAOkRN6XJ3tyOblhvbpTm1sXBIb/j5LlyGLmLDuFF85lOUbt3LEy+bwGmQlOBVGKJ24d+9emqV4T3KSFaxgMYu5xrVkz7m7u1OtWjXAXNSyb9++hIeHp9u5v4wkSdSpUweABw8e0KZNG27dupVh46UVtVpNqVKlWLt2LblymQuR3rp1i7p16zJt/ECUUccp6RNL06re2Go+/C6r0Whk2bJlzJkzB71ejyRJjB8/jgrly6NWK1CpzPeXd861Wi1Dhw6lfv363L17F4A8efIwZcoURo0ahYuLCyaTCYPBgBHwqlYNO6fnxXZlWaZu3bpUqVIFgMuXL9OnTx8KFChguQ8dOpRVq1YRHx+PwWDACy9WsILmNGclK5PJO7u4uFjebwClS5cmc+bMrz33BBJS/X9qfM7nTGMaPaWe/MXra9uc5zxDGcp+9r+2XVr5jM/MXgAJWpHSuJMkiVKlSlnCT+/du0ffvn1Tzc2ztVExoHM9lk3rzm/jvqRgnqwARMcmss//qqUemaW9Rs233RuwbHoPhvRsiI3G/J2hVino3rY6S6d1Y8zAFjg+rV2WqNXzODSaYsWK4eHh8c7nrFarKVu27Dv3fxmTyURCos5yNxhfH24nyzJKpRKTyfRJCFB8TOzs7GjQoAGSJKHT6Zg2bdrHnpIVK/8qrP5VK1beg6xZs9KtWzcmTZoEiY+w1d1g/Dfj8fusIo4ONly79ZjZy/axZstJnkQlV3DzzuKKTm8gLCIWlA7gUgIRfpjjx48TExOD0wsL19SYwxx06NCjZzGLU4TSderUiZkzZxIeHs6OHTuYMGFChv6IZsuWDR8fHx48eMDVq1f5/fffGT9+/EeXTJYkiZIlS7Ju3To+//xzgoKCSExMQKeLAuDEvutcO7OT6xcOUL16dVq3bo2z86vDdtILo9HItGnTGDfOLM/r4eFBnz59aN26NVGxOlbO6IUQAhuNilw+7pZ+QghWrVrFrFmzMBqNyLJM7ty5Wbt2LcWLF7e0u3r1Krt27QLMORfPass8Q6fTcfLkSQBOnTqVYqd5+vTpqNVqPDw8aN26NWXLlqV58+Y0lZoCkIhZHVCSJDQajaVfkSJFGD58+BvPfzSjicP8mRjDmNe2jSba4gmK5tWy8IkkUp3qxBHHdKYTSCDZeXcpaYBa1OI2t4kX8eQnf6ptJEmie/fu/Pnnnzx8+JCjR4+yZ88e6tWrl6ydi6Md1Svkx8XJjvy+nhTOk5XL1x9iMgkePHqCVpc8Gd7RwYZSRXLg7GhL7uwe2GhUJGn12NtpKFfcFxcne3J4Z8LOVkNMXBIIMJhMafK2vA6NRkOtWrXYvHnzW/V7JuIQERXPo9AoTCZBFncnjKa3m1CuXLlo2rQpa9eu5dy5c+h0OtRq9Vsd499Eo0aNKFiwIAEBAQQEBPD48WOLB9KKFSvvh9UQsmLlPVAoFPTq1YtFixYRFhaGMfIytcrlRKGQWbP1JL8u3sP5gPsYX9oBdXd1YNr3bYlP1NLnh2XmIpm22cDel507/+bnn39+Ic8gdepTn13SLhBQhzopns+aNSs///wzffr0IT4+ntjY2HQ//xcpUKAAa9eupVWrVjx69Iht27YxZsyYTyaevVSpUhw+fJjExETCwsJYuHAhR48e5fr160RHR7NixQpWrVrF5MmT6dOnD05OTjRr1gwHBwdUqvRVjjMajUyfPp0ffvgBnU6HJEm0atWKkSNHIkkS9vb2eHu6pugnhODs2bOMHTvWYgQNGzaM//3vfylECZKSkixS5q/LD5NlmcZdGvOo/iNcH7mS/WJ2goKC2Lt3L3q9nqCgIGbMmIFKpWLEiBEproONjQ0zZszg4sWLAJQvXz5NOSWZycxSlr6xHcAf/MFIRpJP5Htt4VMdOuKJRyAwSAZiREyajv8msvHmHJuCBQtaFPn0ej3Dhg0jb958ydpIEigsr4WULMhPbzBheslgkGUJxdP6UJL0XORboZCxsVGZlSsz2GA3mUwIId74/hdCoDcYOXLqJnOW7ePUxTsYTSaK5s9GkXze6PRpV39TqVSWvKA9e/ag1Wo/qiH0qjBfSZJe+1x64eDgQP/+/enZsydXr15l3bp19OvXL92Ob8XKf5lPY4Vixco/GG9vbyZNmkTfvn3R6/UcOXaC07cEq7ecICrmecjPs99FISAiOp4rN4MY1LU+u49cYfWWEwhZAY4FEImPmDdvHlWrVqVu3bqvHHcgA6kuqmOHHQUokOJ5hUJBhw4duHnzJuPHj0/zguZ9KF++PJ9//jnTp0/n+vXr/PzzzwwePBiFImMVltKKp6c5nCtXrlyUK1eO4OBgVq9ezdGjR9m6dStarZbAwEAGDhyIJEmMHTsWtVrNhAkTaNmyZbrMQQjBnj17GDlypKXg61dffcWUKVNe+9o8M4LatGnDnTt3AGjcuDEjR45M5pF5xpw5cxBCkDNnzmT5O894pgamUqm4P/M+FzQXEJJgr9hLufhyBAUFsWzZMs6ePcuuXbswGo3Jcs1eXAS2adMmQ2tWlaUsO9n5yucFgh70YClLqUhFjBhpIVpQhCIZNqeXkSSJ+vXrU758eY4fP87FixdZvGQx+Us2sLSJik3k4InrFMjtxf1HT7h5N/hpX/B0d0LzEcIz38TWrVu5c+cOvr6+b2x78dpDhv20jrOX72F6+t4IDovm4InrKcL+3kSRIkU+Gdn1iKh49h4LIDYuCVmWKFEoO8UL+iBJEolJOvYfv0ZwWDQSEoXzeVO6SA6UyvT7zpMkiWLFiuHq6kpkZCSbNm2yGkJWrKQTn8a3jBUr/2AUCgWtW7fGxcUFg8HAwAH/4/qNm8mMIHtbDa0bluXzxuUBMJkE81YewP9cIK0blsHOVgNIoHICmyyEhYUxbdq0N3pxSlEqVSPoxbm5upo9C1u3bs1w0QTAkiSv0+n48ccfmTJlSobVMnpfPD09GTBgACtXruTIkSN07NiR5s2bY/u0XtPdu3e5ceMGU6dOJSIiwmJMvitCCO7du8f3339vMYI6derEr7/+ir39qwubmkymFEaQr68vo0ePTtUIioiI4NKlS4A53yO1MMs1a9ZY8sYeKx9bQs+CCMLe3p58+fIxduxY1q1bx/nz59m9ezdt2rTBz88PPz8/JkyYYNm1j46OxmQyoVQqKViw4Dtfn3flLndZJC1CL+k5Kh1lMYsZzOAPPg87OzsmTZpk8c4tWbyE+/fvW56PT9AybdHfdBgwnx7fLeHy9SAAbG3UVC6TFxu1KtXjvitCCIsS4bsSGxubpqKmWp2BrXvPc+HqA0xC4ORgS5c2VRnRpwl5c2aGtxS5aNas2SfjTdbpDfy+9jDdhy+m+/DFzPhjN3HxWoQQ3LoXxuAJa+k+bDEDxqzkyo2gDJlD2bJladSoUYYc24qV/zJWQ8iKlXRAqVSSL585DCYxIZ7+X9Uiv68nsiRRME9WJgxpxYxR7fmyZSVLYnNIeAz9Rq9k+qJdFmEFSVZi45gZkNi1axcTJkx449iBBDKPedwjdSPnmZchPDyc4cOHExOTPuFCr6J48eJ069YNMCf1jx49msmTJ3+yxhCYvSKlS5dm6dKlrFu3jpMnT3Ly5Elq1KgBmGvtVKpUiVKlSjFr1iw2btxISEiIJSfiVcZRcDCULw/e3rB1q4mpU6dSo0YNS6HL8uXL8+uvv+Lg8Grp6KSkJL799lsaN25sMYJy587Nn3/+mWpNJIDAwEDLGN27d091QRkZGWlRhpsQNoFiFKOj6EhrWidrZ2dnR+HChalZsyarV69mzZo1rFmzhi+++MKyY9+1a1fOnj3L6dOn6du37yvPJaPwxJOswiw8kEVkwRvvDz6HZ1SrVo3PP/8cgIcPHzB58uTn3jelAp3ewJa95/E/G4jeYEStUtKwelEa1yqeIR6Qd63H07JlSzw9PTGZTFy/fv2N7eMTtFy4+gC9wYgkQbniufhxQHNG9GlM/871sLdNabD/U3B3c6RetSLY2qgwmQQXrz3kcVg0JpPg7JV7PAqJBCBfLk8qlc5jCWdMT2RZxs/PDzB/l2ek+I0VK/8lPo3tFitW/uHY2tqyZMkSKlSoYA63Wj6fhhUrU7l0Xrq1rUbJwjkAwYnzty11PwBu3g3h5t2QF46joUa5CuzZdA6dVsu5c+eIi4t75UI5kkjKUIYYKQZ34c497mGLLdOYxhSm0JCGjGgxgp9++onQ0FDWrVtH27Ztadq0aYaFyNnb2zN9+nQAFi5caPEMgbkQ7aeyy/sqFAoFhQsXBszzPXnyJAkJCdy4cQMwy6YD5MuXDycnJ7JkyUKvXr1SXcSuXevLqVPmBPv27e+g1z8Ph/Pw8GDs2LGvfG0TEhI4fPgwmzdvZt68eZbFdJ48eVi3bl0yYYRX4eDgQMmSJd/4WldPqJ4myfYXWbZsGQkJCTg6OjJgwADLNfsY2GLLWc5yUBykGtWw59XetfRiLWv5hm8oRjHWsCZZHaTevXuzevVqQkNDzRsP7gIkCXc3R8YOas6l60GcOH8bjVpJ3SqFade0PN6e5oKqrs52FM3vTZLWgEcmh6feYnCws6Fwfm9iYpNwc7HHwc78uK2NisJ5s5I5kxO2NircnO2RZYm8efNy7ZpZTfJdQmLd3NxQq9WYTCbWrFnzxu8Mg9FIfIL5vS1JEt6errg42aFSKcjnmwVHexvinj7/T0OpkKlTqRCL1hziauBj7j4M5/L1h2TN7MyxM4HEJWhRKmXqVytCDu9MGS60cunSJS5fvmzZqLFixcq782mvSKxY+Qfh7u5uSehdvXo1Ts47mTjxJwrkyoRapeDC1Qf8ueP00x1TCQ83RyKi4ixSsgpZpm6Vwvz8XRvm+iiYOnUq+/btIygoiPz5U1erCiaYGMns4QmXwokUkQgEQxiCSTKxmMV85fMV33//PUOGDCEpKYnu3btTqFAh8ubNm2HX4pkxJIRg0aJFFmNIq9Xy1VdfWaSsP3Xq16/PoUOHSExM5LfffiMkJITTp08THR1tMYwAtm3b9oojNALMz8XFHQae5wQNGTLklWFkCQkJDBo0iAULFli8TUqlksGDB9OtW7c0X78cOXIkk7VOL5KSkjhz5owlHO5loYaMxICBbWwjM5mpSEXL45nJjB9+b+yvRcsWtpCb3JSk5DvPYwADCCaYICmI9WI9nehkeS5//vzMnTuXVq1aJQsIUyplyhTLRbumFUhINItkONhpXpBIF9SuXIjyJXwRwiyW4ORoDtMsXsiHv+b2RZhgpt10WtvWoA1tmJBrEqtn9sZkEkgSONhrUCgUtG/fni1btuDv78+VK1coUuTt8qUUCgU5c+bk/v377Nu3j9u3b1vqcaWGLMuoVc+XFElaPcanCnZx8Vp0hk/XI/wmJEnCN7sHVcvm4/rtYOISkjh54Tb5c3ty5tJdTCZBNi83GtQoapE4zwjc3d1xcnLKcK++FSv/Jd7af3vo0CGaNGlC1qxZkSSJjRs3JnteCMEPP/yAl5cXtra21KlTh5s3byZrExERQYcOHXBycsLFxYWuXbumSLS9ePEiVatWxcbGBh8fHyZPnvz2Z2fFygdEo9Hw7bffWkLkYqKj6PN1T4YOHUpSkp5Vm09w/bY5OdpGo6Rn+xr0/aoOZYvlonKZPPTvUpeJQ1qTy8eDUqVKo7bLhFA6c++FHIOXKUAB/if+h7tw5zvxHVnJigYNPviY5yQ0+Cp86d69u6UuSHh4OO3bt2fnzlcnn6cH9vb2/PLLL3Tr1s1SA2PMmDE0adKEq1evZujY6YUsy5QqVYrKlSuzfPlydu3axb59+9i3bx9Lly6latWqVK1aldKlS6foq1Qq8fa+AFQH2gO98PT0ZO3atcycOTNVIyguLo4///yT2rVrW4wglUpFpUqVGDlyJKNGjUqTEfTHH3+k+RwbNmz41lK8ISEhFuPvmdz4h2IQg2ghtaCyVJktbHnr/h3pSBupDWUpiz/+7zyPghQECSQhpSqrXbt2bapWrZricQkJWxs1mVwdcHOxR61WWjwIkiRho1Hh7uaIRyZHMrk6oFKajSS1Som7qyMiUyLj7EbzUHrINGkaN5TXyOTqgEcmR9zdHLHRqJN5JKKiot5JMVKj0dCuXTvA/J3xps+sna2avLmyIMsSJpPgzOV77Pe/xtXAR2zcdZaY2MS3nsOnhJ2dhs9qFSeTiwMGg4kT529z8Ph17j96giRJlC/uS6E8WTPUG1SxYkXLptjdu3c/atFqK1b+Lby1IRQfH0/x4sWZPXt2qs9PnjyZX3/9lblz53LixAns7e2pX79+sqJoHTp04MqVK+zevZutW7dy6NAhevToYXk+JiaGevXqkSNHDs6cOcOUKVMYPXo08+fPf4dTtGLlw6BQKOjTpw979uzhs88+syTcX7hwgSOnAvjr7zPon+6K2tlqqF2pIBMGt2Lzgn6sm92Hcd+0JL+vJ/EJOtQuubHzqY3RpRxLlq9/5ZgSEjOYQSihjMNcj0aBgmMcY46Yw0lO4oMPGo2GpUuX4u1tzp04c+YMX3zxBX///XeGXpNnnqE+ffpYvAYBAQH88ssv6PX6N/T+9HhWk6hGjRp06NCBAwcOcODAAfbv38+uXbv4+++/Lfddu3axadMmXFwuAqvw8srE6tWradWqVarhcHFxcfTr1w8/Pz9OnDiBEAK1Ws3IkSM5cOAA33///RslhIMIYhvbCHwcmOzxE5x45aLf09PT8l5NK6tXr0ar1aJUKildunSKGkUZyQlOgDAbIKc5/db9T3ISBJgkE+c4l6Y+S1hCMYoxlKEWUYkNbGC+mM8hDiXzTD3D0dGR774bYS64nI444UQmkQkAO2FHFlL3xlWtWtViND948OCdxqpXrx5eXl6YTCYWL1782ra2GhV1Khcii7tZmOP2vVB6jlhCk24zWLX5RApp8H8aElC6SE6KFzRvMgXcfMSSv44SGZOAo72GxrWK4+z0dp+j9+H333//YGNZsfKvRrwHgNiwYYPlb5PJJDw9PcWUKVMsj0VFRQmNRiNWrVolhBAiICBAAOLUqVOWNjt27BCSJImgoCAhhBBz5swRrq6uQqvVWtoMHTpU5M+fP81zi46OFoCIiooSJpPJerfeP9jdaDQKg8EgJkyYIDBLJQnvQg2E7NtZkLOTkHJ1Ep91ni5Cw6OF0Wi03HV6g7hy46EYPGGNyFZhoJBydRLk+EpkK9pCHPM//t7zMhgMYs+ePaJ8+fKWedWuXfuDXZMjR46IbNmyCUAolUoxevRoce/evY/+emXk/fr168LNzU0Aonv37sJoNKbabvfu3aJy5cqW10Wj0YiaNWuKHTt2CJ1Ol6axHpoeCkeTo0AgNKEawUlEy00txXzjfMHT20zTTGEymYROpxMDBgwQgOjVq9dbn1ePHj0EIDw8PERERMQHvaZbTFuEm8lNFDQVFHdNd9+6/1LTUuFkchJlTGVEmCnsje0TTYlCaVIKTOZreMR0JM1jGY1GsWr9DiG7Fhc4FRWZclURZ85dee9rEGgKFNNN08Ul06VXttHr9aJYsWICEHXq1HmncZKSkizvSy8vL3Hjxo3XnmtEVJwYNX2DyFKmn5B9OwvZt7NwL9lXtP56lshfa5ggZyfhUKinWLT2kDAYUv8sPLvfvHlTqNVq4eXlJaKjoz/oe+xVd61WL6Yu2CFsC3QX5OxkuVdqOVYE3g1+5ec7ve5Go1E0a9ZMAKJKlSoZPp71br3/k+9RUVECENHR0a+1F9JV2uTOnTsEBwdTp87z4o7Ozs6UL18ef3/zbqS/vz8uLi6UKVPG0qZOnTrIssyJEycsbapVq5Zs97N+/fpcv36dyMjIVMfWarXExMQku1ux8jGQJAlZlilTpoxlpz0o8BQmXRwIgYebE539quDm8twrEBWTyPrtp+g5Ygkzl+zhYXCkpTr8w0gVbTr04vbt2+81L1mWqVmzJmvXrqV8ebOM98WLF7l8+fJ7HTctSJJExYoV+frrr5FlGYPBwOjRoxkxYkSapHn/iRgMBmbPnk1ERASSJJE5c+ZkYTNCCEvNovbt23P06FHAHJI0duxYdu3aRb169V4tLqHXw4ABULMmHDzIZS4TK5lDoLQeWigDG5ps4IB0AElISELiMIcBsyTyihUr3vscmzVr9lrZ74zgMz4jnHCucIXsZH/r/h3pSBRRnOQkmcj0xvZKlJZ2CqEgM5nfarxGdStRs5Q7xFziyZ0jrFz++3srKPriS3/6U5hXC1RIkmTxwop3DKFSqVR07doVgODg4GR5camN5+xoy4Au9Zg/sRMDu9ZjYNf6/DbuS34a6kfXz6vRs30NurSpSn5fz4yuA5shKJUyNSsWJHvW5+8btVpJwxrF8PZ0zXCRBICePXtm+BhWrPyXSFdDKDjYnP/wcuJslixZLM8FBweTOXPyHxKlUombm1uyNqkd48UxXmbixIk4Oztb7j4+Pu9/QlasvAe1atVi0qRJ2NjYgO4JxASgUEjUr1aEmhULIElgMJi4ePUBo6ZvYODYVRw9ddOiKqeQJWyUeoi5ysN715kxYwaJie8fZ58tWzaGDBkCQFhYGFOnTs3QYpjPkCSJfv360atXL0u40OrVq2nbtu0HMcY+NNHR0RZjI0uWLMkWMLGxsWzZsoXKlSszY8YMwsLCAChdujR//vknAwcORKFQvH5h9ddfSL/+CocOwZdfUpWqVBFVwAQYAQG2elt60hNXXHHCiT70Acx5mgaDAUmSyJTpzcbAq8iTJ0+KsDgDBgYzmIY05DjH3/nYnwoKFBzmMD/yI/vYRx7ypLmvJEk4OjryzTffWK7z4sWLP0g9L0mSLO+5hIQEEhIS3tAj9WNUqVIFLy8vhBDMnTv3je2dHW1pXKs4Pw1rw09D/WjZoDQ5s7nzTbf6zB7zBdO+b0fFkq8WXfiUkSSJ3DkyU6NCAVRKBbIkkc3TlVqVCiYTisjI8Z+RkJBAfHx8ho9pxcq/nX9NHaHhw4cTHR1tub9rTLQVK+mFLMv06dPnucRp3E0c5VDaNi6Ns6MdT6LiWb7Rnx7fLWb+qoOEhMdYFKacHW1pUrsE88Z/SRa7J2BMZNasWe9lMAghiIvX4n82kEKFi1ryB5YsWUL//v0/yI+qnZ0dM2bM4LvvvkOhUGAwGNi4cSOtWrViypQpFmnpfwNRUVEWY6NLly54e3sjhGDHjh00b96cli1bWgygrFmz8v3337Nu3ToaNmyIQpGGqvRubuZ/JQnc3LDFlh3xOylb6zNokgPFDC86r/6BItGlCDGFsPPiaU4vSmDqgp30HTaDyOhEbGxsLDWf0ov1rGeqNJVd7KIjHdP12B+LPORhJCOpSkrxg7RQv359unTpgiRJPHnyhE6dOr2TgMHbIEmSZeF8/PhxS12ptyVnzpzkzJkTSLtnSZIkZElCliXLPKSnf7/42OuIjIz8JMUA7G01DOxaj2XTurN0end+G/ulJW/oQ3L27FmOHTv2wce1YuXfRrpuYXh6egJmRaEXVYhCQkIshf88PT0JDQ1N1s9gMBAREWHp7+npSUhISLI2z/5+1uZlNBpNqhXWrVj5mEiSxODBg9m/fz9arZao23tZvcQTJ4fBLP7zGBt3n+NJ5HNvjFIhkydnFrq3rUbbJuXxcHPk5uUu/PTTT+j1ejZt2mRRf3sbhBBExSQwd8V+5q86yIAu9ejRoyejR49Cq9VaEqHHjh2Ll5dXhoZ4KBQKevTogYODA2PHjuXBgwfcvHmT7777jtOnTzNixAiKFSuWYeN/CGJiYujcuTPR0dHY29vTo0cP4uLi2L9/P127duXJkycA2NjYULZsWZYsWUL27NnfrqBm3bqI5cvh0iXo3RuAU6dPc/piEDhVw3hV5kSxJJ5UjcfB3oYjJwMZMWU9BoMJoY8GpS2Ojqq3FjoICwt77QLMEUfALOThhNNbHfvfiiRJ9OnTh8WLFxMWFsbJkyfZvn27pfBqRmFnZ4darUan070yrPxNKBQKevXqhb+/P5cuXeL27dv4+vqm2vbl0M/3Yd68eZ+koIosS+TL5Um+XKmvRTIaW1tbNBoNWq32kzQUrVj5p5GuHqFcuXLh6enJ3r17LY/FxMRw4sQJKlY0q+pUrFiRqKioZLtT+/btw2QyWfIWKlasyKFDh5J9Ce7evZv8+fPj6uqanlO2YiVDkSSJatWqMW7cOHPOm0nL8jWbadljCkv/OmYxgiTA1dkev0ZlWfRTZ77uWAtPD2eUSgXff/89efKYw3HeZVdXCMGjkCgmztnGzwt2ci/oCaN/2YhHrgqMGjUatVqNEILFixdTrlw5zp49m56XIFXs7Ozo2rUrf/31F507d0ahUGA0Glm3bh2tW7dm2rRpBAUF/WM9RGFhYVy4cAEw5y+OHj2aVq1a4efnZzGCKlSoYJHkzpkz59sZQc9o3x4mToTs5lwZYRIIk8D8jpKeKnUJZEmiWIFsdGlTjY7Ny6HSBYFRS5s2bd5aOjsmJua1uSKNaMRCsZD+9OdP/nz7c/qXki1bNubPn49Go0Gn0zFz5kyCgoKStUkggXvcsyjTvS+1a9e2FLqdOXPmOy2cJUmy5Kndv38/xUbmi+1e9/fb8r55VP9WqlSpQqlSpQDYvn271RiyYuU9eetf3ri4OM6fP8/58+cBs0DC+fPnuX//PpIkMWDAAMaNG8fmzZu5dOkSX375JVmzZqV58+YAFCxYkAYNGtC9e3dOnjzJ0aNH6du3L23btiVr1qwAtG/fHrVaTdeuXbly5Qpr1qxhxowZDBo0KN1O3IqVD4VCobB8LtRqNUIfS1jIY/R6AwAqpYJiBX0Y/21LfvmhHeVL5E5WW0SpVFK/fn0Arl+/nubwOCEEJpPg1v1QRk77i3krDxAZbc4TiI5NZNjk9eQpVpPRo3/E1dXVbDA9ekRgYOAbjpw+SJJE6dKlmT17NjNnzrSE3wQGBjJ06FAKFChA586dOX78OE+ePPnH/OA/evSIbt26WUKfDAYDixcvZs+ePej1ejQaDZUrV2b16tW0bNky3TzZ5tDH1HO9JAmyZHKidJEcFC+QDYUpFgkTTk5Ob71g3bt3LwaDAUdHR8sGV7KxkOhCF6YylVx8WoVzgwlGy8cxrmVZpnbt2pYCt8eOHaNDhw5ERUUB8JCH5CIXuaRcDCJ9fusUCgWOjmYPncFgeOfjFC9e3BKNYc1L+bjIsmzZNHkmMGXFipV3560NodOnT1OyZElKljRX5B40aBAlS5bkhx9+AGDIkCH873//o0ePHpQtW5a4uDh27txpThh/yooVKyhQoAC1a9emUaNGVKlSJVmNIGdnZ3bt2sWdO3coXbo033zzDT/88EOyWkNWrPyTeGYM1atXD0xaiDqPJHS4uznQsUVFFv3UmS5+VXF3c7TE0D9DlmXLgvPu3bsMGjTojSEjQghMQhBwM4hhk9axZuvJ/7N31+FRXHsYx7+zu3EPHpxiwb24S3EPhABFirtDcYoWDwSnheIBSpEWdwnuDsEjkABxWZv7xzZzSbEoQc7nPnlukx05syxh3jnn/A7hkTHxtgl+FcGgXzZSqmIDTp48qSwEe+DAgRQpypBQlpaW9OjRg82bN9OxY0ecnZ2RJInIyEg2btxI7dq1KV++POfOnfvsw5DBYGDatGkcPXr0rdfSpUvHkCFDWLVqFXv27CFHjsRXPPsYz/me726XUebgqVv0n7iOETO3EW2RHxuHDEmaH3T69GmMRiO2trbKkOcvwQhG4CK5kIc8BBCQJm2wtbWlX79+ODo6AqYKqdu2bcNgMHCQgwRJpjljv5PwBXE/pn///oDpoWVSK08WKFBAKXDi6fnuz9i7vDk/KDGCgoKUh62WlpafpBrbl6RmzZpp3QRB+GokOghVr14dWZbf+oqbYyBJEpMmTSIwMJCYmBgOHDig3GDFcXZ2Zv369YSHhxMaGspvv/321gKDxYoV4/jx48TExPDs2TNGjBiR9KsUhM+ARqNh1qxZ5MuXD2Kek07jx4zhrZg5yo0ShXNiZvb+KmEFCxZUbpwPH75GrVpnmTnTwLse8sqyjMFg5OL1xwyZsoldh64QHfNvJTq1iu9L5CFTegcA/J6HMHjyJrSyjTL87vfff6dr1674+Ph8suAR1zu0bNky7ty5w9y5cylYsCA2NjZERUXh6+tLmzZtuHbt2idpT2IZDAaePHnCmDFj3lp40tzcnOrVq3Pu3DmmT59OmzZtUq3kdExszHtfMxiNaHUG9HojcUPnEtsbFRwcrPwZFGhfgFHWo/iHf5LR4k9nKUsBCJAC2MuHFxKOJppf+IUJTCCSlO0BadCgAcuXL8fKygqdTsegQYPw9fWlBjVwlk0FMDzwSJFzSZKkPIR88uQJDx8+TPKx4j4rby6Onlr8/f2Vnu9u3bp98hLtnzNJkqhWrVpaN0MQvhpfTdU4QfgS5M+fn4IFCwJG7CV/WtYvhZODDaqPPDUtUqQIv/76KyqVCoPBixMnKjBihIalS+NvJ8syOr2B4+fuMuiXDRzyuYVWZ4j3erXvCzBnTBvSOZkePty870//ievIlbcwGo0Go9HIxo0bcXNz49SpU5+0F8bc3Jx06dLRu3dvTpw4wdGjR5UHKY8fP2bJkiVERER8Vj1Dfn5+jB07lrJlyzJjxgxl6JC1tTVVqlThjz/+4K+//iJXrlwJqwb3GQsODjbNfbIAn8k+LFYvpglNeEDy1rj6FFrTGgB72Z5qfPhGchKTmMAEJjOZMYxJ0XaoVCrq169PzZo1kSSJsLAw5s+fTzZjNh7ykNvybRayMMXOlzt37kTPA/svlUpFv379AFOv9LNnzxJ9jMT06nh5eSnDL7///nvRIyQIQqoRQUgQPrFy5coB8OTxI3Zs/ytB+0iSROPGjf9dF8T+35/JhIX9PxDIskxMrI6dBy4zePJGTl/yxWAwAqa/6G0iHjD61SW2r9mDJElMH94KezvTgq/Hz93jQWhGRo6egKurK2C6wXd3d//kYSjuep2dnSlVqhSbN29WSn2vWLGC8uXLs3LlSsLDw5M17yG5nj59ysKFC2nbti3Tp08nKChIafegQYO4evUqO3fuxM3NDXv71K+eZjQaMRqNqX4eABtHG/QaPTIyRslIFIlfo+ZTW8YyhspDCSecetTjOc/fu2044UiYbr7DSPnFua2trVm6dKky72bt2rVs3rwZO+zIT37l3CmhYMGC5MyZM1nHkCRJ6ZW5d+8ejx49emubhPyOSGigiVvXzMnJSSmiJAiCkBpEEBKET6xhw4bKGjoTJ05kzZo1CSoTa2VlxaxZsyhceAmwCyenbTRq9Ei5AdHq9KzffpoRMzZz9fYzcsaGMTrkCo3UIXiWdWRj8DEmhFxmme/fDJvmTZaMjozv3wRrK1PVuMs3n1KsbF22bNlCoUKFAHj27Blt27bl5MmTaRY6ihYtSqdOnTAzM0Ov13Pz5k169epFkSJF6NatG8uWLcPHx4fY2NhUbaMsy+h0OmJjY9mxYwdt27alf//+nDx5EjDdtA0cOJDz588zc+ZM8uTJ80kCUJyTJ09y8ULCK/4VLlwIa2vrJJ0rnUU6VmlXUYtazJXnUoQiSTrOpyQhsZrVyJLMfek+29n+3m3HMQ433GhFK37hl1RpT+bMmenZsydgWmB3/vz5SS5xnVAXLlxI8kON3LlzK4vCnj9/PsltEL07giB8TkQQEoRPzNXVVakC5+vry5gxYxJcJtrS0hJn5yCgGa9etaRTp1Y8fPjw37l6cMvXnyd+L5GNRo4F7uaXkEtsf7CdTvn+PwcvsyEav8DXDJi0npKFczKoS11yZUvHkJ9+oGZFVwoWLMjmzZuVMOTn50ezZs3o06fPJy2i8Kbhw4dz5MgRWrRogZmZGUajkadPn7J69Wp69uxJw4YNKVKkCO3bt2fNmjUpfkNpMBjYuXMntWvXpkiRIrRt2xYfHx/AVAShQ4cOrFq1ilmzZiW9FHYyxcTEEPuBOUL/Va1adRwcHBJ1jjd7nJobmrOf/QxgQKKOkZbqUhcAc9mcCrxd8S5ORjKynvVsZCMuuKRKW1QqFT169KB27doAytpCqdn7umPHjiTvW6JECWWeYnKOIwiC8DkRQUgQPjELCwt++eUXGjZsiCRJBAYGMnny5AQvHjhx4kQyZcoEwKVLl2jdujUPHz7EwlzD8O4NaFa3FGYSZDCYbopVsox5pYrInToRXqQ4Ywo2AMD38QsmzPuLDi0qsnpWN3p61MDJwRpJknB1dVV6hiRJ4tWrV6xdu5YzZ86kyfwcCwsLKlSowLp167h8+TIzZszAzc2NQoUKoVKpCA0NxdfXF29vb3788Ue6dOnCpk2blK/nz58netiYqeiEgYcPHzJx4kTatGnD8ePH8fX1JTY2FpVKRdWqVVm9ejWrVq2icePGn8XTbrVajVqTomtlK5YuXZqmwxGT63d+55B8iDvcoShFU/TYUUSxjGXsYleC98mYMSODBg3CxsYGo9FInz592Lo15ddeKlrUdK3BwcEEBCStYp4kSRQp8v+ev//+HkjMZ/9z+HsiCIIAIggJQpooWbIks2fPRqPRoNfr+eOPPxLU2yJJEtWrV2fdunVkzJgRiB+GMqSzY+44d6pXLsJPGSpxzcwRr3TFWB9pg375CmwvX8RtxhCcHW1wyehIw5olyJTegcpl82FtZY5OZyAqWotOZ6BAgQLs3buXSZMmodFoiI6Opn379pw4cSLNihVYWFjg6urK0KFD2bhxI/v37+fChQssWLCAxo0bY2VlmvO0fft23N3dla/KlSvTrFkznj9/rlS6jJtT8+b3N2/eZNu2bWzbto3Ro0dTunRpqlevzuTJk5Veu6pVq7Jt2zYuXLjAjh07aNCgwed1YyclbIZJUpocFBSU+J0+Ixo0VKc6OUnenJl36UEPeko9aSI1YTObE7xfrVq1qFy5MmBarHbWrFkp2qMpSRKtW5sKRdy7d09Z6Dc5xzl37hx//PFHvNdSypu/W/Lnz//FFxgRBOHzljqPDQVB+KgcOXLQr18/5s2bR3BwMJMnT6Zbt26m8tofUbNmTTZs2IC7uzsvXrzg0qVL/Pjjjxw8eBCXjI54TvDAIySC4te/AyDjjC2kS2dP/WrFaFqnJJHRsRiNMq3ql8HaypzgV+EcO3eXwz63CX4dTnonO6qUzU+tSq707t2HzZs3c/XqVfz9/WnVqhUtW7Zk5syZaV7WNkuWLGTJkoXixYvTo0cPVq1axZ9//qm8fvLkScLCwvD19cXX1xd3d3eGDBmCt7c3N2/eBEzrluXNm5cLFy7g7+//3ifmmTJlok2bNkyePPmtcv+fE1mW4T1BVTJtgJW1NTVr1krUcR/ykAfVH8Bx6Ny5c7y14QS4wx0k2RQI7nEvwfuZm5uzatUq2rVrx+HDh5Uhch4eKVNCG0zDN52cnFIsYEVGRrJixQo6duyIJEnIspxiYcjX15cDBw4A0LJlyxRbcFgQBOFdRBAShDRiaWlJ79698fLyIjY2llmzZmFjY8P48eMTtH+NGjXihaEHDx7g5+dH7ty5yZ87Ewsntsdj4FIePg3mxctwBk7aQIZ5dpQtlhuPphWQAWSZUxfuM/e3fRw5fZuQsGjlpuaPrSepW6UIQ7rVU8ppX79+naCgIJYuXUp0dDSDBg2iaNGin0WPiFqtpmvXrnTt2hUwBYJr165x5coVBgwYQEhICEeOHOHIkSNv7Xvo0KF43+fIkUMp2128eHFatGiBs7MzBQoUSPXrSB4ZY8Rj+vboRKFChcmQzo4M6exRqyTqVC6MbNAybvw4zHUqvsuVOcFHDSGEUpQitEcoNAXnnc5pMg9KlmWCXoVz7+FzjLKMBGRIZ0e+XJlRqf7/GTQajfg+DuJ5cCgyoFZJFPguCzZWFly9/ZRYrWl4n621BYXzZ8XcTKMcX5Zlgl9F4P8ihIioWCTAwc6KrJmdcLS3fu9nfRaz6E53spKVbnRL1HVlypSJkSNHcvbsWSIjI5k/fz4NGzZUFl5NrhIlSlCkSBGOHz+erONUqlSJJk2avHOOUEqFoejoaF69epXs4wiCICSECEKCkIayZMnCgAEDWLduHX5+fmzZsoUBAwYk+AaoRo0arFixgmbNmhEQEMCKFSuYNGkSarWacsXzsPiXjvw08neeBb7G9/EL+oxby0bPnuTJkQGjUebAyZsMm+bNjXt+8ToRZFkmIiqWv/Zf5PpdP1bO6MzOnTtZs2YNkydPRqvVsnr1anbv3s38+fNp0KABdnZ2qfMmJZEkSRQrVoyiRYtia2uLp6fnR/epUaMG1atXJ2vWrHz33XefoJVJZzQaOX/+PFFRptLV8+bNM72gfcm9i38zblBb0qdPr2xf3DU7GR01TB7xEEmnxs7aPMHn8sefUCnU9E1miLJMu3LZD54E4d5/CUGvwpEkiYql8rJ5UW+cHEy9k7IsExYRw5ApGzlw8gayDFkyOvLnkr442lnTbsBSngW/RP/Lccy/f8XcmBn0MOuCLMv4Pw9h2Yaj7D56lSd+LwmLiEECnBxtyJszE+5Nvqdd0/LY2bzdG1aVqtzmdpKvq2bNmlStWpXdu3dz/vx5hg4dyooVK5J8vPeJK66SlNDi5ORE7969RbGENCTLMr/99ltaN0MQvhoiCAlCGrKysmLatGlotVrmzZuHn59fgosmxHF1dSV9+vS8ePGCuXPncv36debNm0fu3LmpXbkQ88e3o9eYNbwKicDW2oKIKFMRhZv3/Rk39y+u3/VTjmVpYUYOF2c0ajWP/V4SGR3L3YeBDJmykQ2ePRk5ciRWVlYsXryYBw8e8OLFC9zd3fHw8GDRokWpGoYMBiN6vYGEzk5Sq1Vo1CoMRiP1GzSifoNGH9xeksBMo0b6yOK2aUWv13Pp0iV0Oh3nz59n+/btnDlzRglCb9q7dy89e/bE29s7RXpuXHGldXBrNqs3wzJwdHBM9jGTquB3WSiSPxt7jl0D4MY9P+48COT7EnmUP7cnfi+5dOMxMbF6JKBEoezkyZGBl68jiNXq0VZ8BC3uESPDEAbQXe7Mq5BIhk/zZsvu8+j0BtQqCXs7ayKjYvB/HoL/8xAu3XhMWHg0A7rUUXqRUoparWbw4MEcPXqUqKgotm3bRrNmzZSiKill1apV9OrVK9nHuX79OufPn6ds2bLIctLmnAlJ8/jx47RugiB8NUQQEoQ0JkkSLVu2ZOnSpURERLBkyRJGjBiBuXnCntjnyZOH9u3bM2fOHGJiYti5cyd+fn54e3uTJ08e05ygqFh2HbrCiJ4NKJI/GzGxOlZvOcHlm0+U46RzsqVPh5q0ql8GG2sL9h67zs8ztxISFsWVW0/ZsOMMQ7v/wODBg2nRogU9e/bk+PHjxMTEsG7dOnx9fRk8eDB169ZNlfVzjp65w+wVe4iK1n50W0mSaFijGL071GTXwSus2HQMre7D1c7SOdowYVAzCufLmlJNTjatVsv169eJiIhg9uzZ7N27F602B+ACHId/Y6Grq6syX6ts2bJKUP0Qo9E0zCw8MgZksLI0I2M6e9Tqt4OThMQY/zFsLbnVVH1v8dvHu8MdAgmkClVQpVIdHkmSsLe1pFGt4hw4eQO9wcjL1xEcP3eXcsXzIElglGVOX35A0KtwACwszGhcqwS21ha8fG1aqBM/GzACKsiuzw4q8Lnky46Dl9HpDViYa+jdviZN6pTk/uMXzFj8N/cfvyA8MoZVW0/QukEZcmXPkOLXV7NmTcaPH8+IESN4/fo148ePp0qVKokuc/4uWbOm7Oc6NDSUly9fpugx35Q5c2altLjwfxcvXlTmN7Zv3z6NWyMIXz4RhAThM5AnTx6lMtsvv/yCJEkMHz48QWFIkiTGjx9PkSJFGDlyJC9evODixYu0bt2azZs3kydPHtyblKdhzeI42FkjSRAYFMbBU7fQ6Q0AZExnx/gBzWjfvAK21qbJyV3cqhAQFMo0r13EavVs23uRTq0qkSWjI7ly5eKff/5h4cKFjBo1ipiYGE6fPo2bmxsVK1bk559/pn79+in6JPvFyzCOn7tLRGTC1lzKmzMjBoORp4GvOHb2jjIv5H0yZ7AnLDxt1kn6r9jYWO7cucOWLVuYPn36GyWrKwDHAA3p0q3nhx/+oVWrVlStWlUZTrl161YWL35HUvmPGK2OJauPsXHnGYxGmYql8uI50YMMzu/u1QsMDARMk/udnZ3jvXac49SgBkbJSH+5P/OYl7QLTwBJkqheviDZXdLx8GkQeoORY2fv0qt9DWytLYmO0XHY5xZanemzncPFmarlCsT/LN5KB+4/4FLbwObmC5Gd4Kn/SyKjTJ8tjVpNdhdn8uTIQMnCOYiMimHzP+exsjQjd7YMxHzks5Sca/Pw8GDnzp2cOHGCS5cuMWjQIFauXJmsv0uSJNG9e3c2btyY7DaWKFECV1dXbt26RWBgYJKG2SWk6qS1tTXZsmVLajO/WkFBQUrRi3z58n2WvdeC8CUR5bMF4TPg6OhIu3btUKlU6PV6Jk2axLRp0/Dz8/v4zoCdnR0//vgj69ati7fGUKtWrbh//z4qlYSjvbUyoTwwKJTAINOcD41GRccWFenwbwiKGxpmplFTslAOLCzMAFMQCf03KEiShFqtpl+/fmzbto1atWoppatPnTpFx44d+fPPPwkNDU2x90ilMrUp7uu/PRcq6f+vm5u9/fr7jvPm15s3FXEltXV6A1qdHq1Oj05vwGD4f8nt1HDx4kVatmxJ6dKlmTx5Mnq9HrVaTYECBciSxQ0wlRNOl86d1atX07RpU5ycnJQ/tyVLliToPLIs8zo0kqcBr3ga8IoXr8I+uNbSsmXLMBqNZMuWjcaNG8d77TjHMWIEGQ5wIMnXnlC5s6enevn/F664cvMJD54EIcsyAS9COH/tEWD6s65RoSBZMzu9fZCzmcn4VwUyypmQJCiQJwtO9tYAREbHMnrWVur/OIefRvxO0MtwxvZrzO+/dmX++Hbky50p1a4tS5YsTJ48Wfn7tGPHDi5dupRq50usDBkyKEE4oZ+1OKn59+ZbU7BgQYoXL57WzRCEL57oERKEz4CVlRVz5sxBlmVWrlyphKFNmzZx8OBBsmTJ8tFjSJJEzZo1WbduHR4eHjx//pzLly8rPUN58+ZVtn2jwBbmGg3liufB5t8QFEfGNC/HwdaKyKhYzN4IFxGRMZibaTA311C3bl1q167Nvn37mDJlCqdOneLVq1e0adOGypUrM2TIEBo1apTsJ5cVSuVl1cyf0BsMyDKcvuzL4rWHiYyKRZKgduVCdGpVGQtz06+1XNnSY/lviIujVqlo27gcDWoUR62O3x5rS3Py5zZVUjMajTwLfM3xs3c5e+UBAS9CMRiNONnbUCi/CzXKu1I4v8tb4Sk5YmJimD17NitXruTRo0cAaDQacubMSf369Zk+fToBAebUrAkBATIjRvDO+T+pdaMZd1xn57crxrnjzmIW84IXDGd4qpw/jiRJWP473M1711kio7UEvQrH56IvhfNl5dKNxzwLMFUds7W2oFGtEspn4kPKFs/NT22rsmTdEcIjY4iO0XHzvj837/ujVqtY+MdBKpTKy9Bu9aj6fepVD5QkicqVKzNp0iSGDRvGq1ev8PLyYsWKFSnyWYuJiSEiIiJZ8/nSpUsHpN5nTfi49OnTKw+9BEFIOhGEBOEzEReG1Go1mzZt4tWrV9y5c4dly5YxatSoBA+Tq1GjRrwwdOXKFdq0acPevXuVKmIumZzInMGB58FhaPV6btzzp2kdIxqN6QY3bvJz3SpFmDqsJdMW/41rXhfSO9kSGBTKwtUHSZ/Ojt7ta2JhrkGtVlO/fn2KFi1Kx44dOXPmDNHR0Rw7dgw/Pz8qVar01nCqxMqexZnsWZz/bZ+MDKzYeMx03Ujkzp6BxrVKYGP9/3VH/nujZpRlrt/1Q6c3xLuplCSJ2pVcsbUx7Xv19jOGTN7IyQv30en18SrqqVQSubNlYPaYNjR8R6BKipiYGMaOHcvcuXOVXpnvvvuOcePGKWupqNVqvvsOHj0CvR7MzD58zNTSo0cPzP5z8tzk5glP0KPHjE/TsHLFc+Oa14Xz1x6h1eo5evo2bg3LcujU/4fFFc6flTJFc330WJIkYWttwZh+TShbLDcbdp7l7GVfQsKiiIrWYjAYCQ2PZu+xa/g+fsGaud0oWyx3qg1LUqlUtG3bluXLl3P37l2lV6hUqVLJPvaNGzc4fPgwTZo0SdL+kiTRt29fduzYwcOHD7ly5QolSpRIdrvihISEpNixvjayLIuKfYKQwsTQOEH4jFhbWzN//nx27NiBo6MjsiwzdepULl68mOBjvBmG4p4Y3rp1i/DwcOX1LJkcaNv4eywtzNDrjXiu2s/qrSd59CyYi9cfs/PgZbQ6PbY2Frg3Lc/vM7vSq30NYmL1TF6wkwWrDzBx3l+s3+6D3vD/4VTZsmVjz549rF+/nkqVKgHw4MHp7QAfAAB69klEQVQDVq1aRURERAq+U0kjyzJXbj3F++9zbNp1Vvny3nWW89ceodcbidXqWb31JCcvmkKQpYUZ3+XMSMHvsuBgZ4XRKOP75AWrtpwgNDw62U/FY2Nj44UgjUZDjx492Lp1K+3bt8fa2hq1Wq1sL0kJC0ENGjRIlRv1/fv3YzAY3vq5hPTOEBRNNA94gJzgen8fJ0kSGdLZ80O1okiSqffy3NWHXL75hNOXfJFlGY1GRb2qRUjnaPvR98Eoy0RFa9HpDFT9vgDzxrpzaP0IVs3+iWE9GlAgj6mnUJbhwdMg/tp3Kd7nPjVkzZqVn376CYCXL1+yePHiDw5d/BgLCwssLCyUIZ/JEfd5DA4O5smT/xdcifu7EDcELilD4by8vJLdvq9VdHQ0Pj4+ad0MQfiqiCAkCJ8ZjUZD2bJladu2LWq1Gp1OR/fu3blz506CjxEXhtasWYOdnR06nY5du3Ypk+5NQ8S+p2ThnAC8Do1i8OQNNPlpPi17LWTUjC3cvh9gao9axfcl8lCzgitqtYr7j18QGR1LWEQMI6ZvZvu+ixjeuHExNzenadOmeHp6YmVlhSzL/Pzzz7Rq1Ypdu3aleSCSJFOvzptfarUK1b83y5IE1b4vwKAudWlapxR9O9Zm/5qh7F8zlDYNy6H5d3jgzXv+BL8OT3I7ZFnm5cuX7N27N14IGjRoEPPnz6dYsWKJDjJarRat1lRVr1y5cqkShM6fP//OIPQuQQSRn/zklfLShS4p2g6NWsUP1YqS/t/iDgFBoaz0Po7v4xcApHO0pV7Vou+dK/amyMhYxs/7iwad51DbYyY9x/yBo4M1LeqVZtLgZswZ0xYHO9OcHYPByLOAVxhSOQgBtG3blnz58gGwfft2rly5kuRjlStXjgoVKqRIu7777jtlqG1ERES8sJOcBwM6nU75/WBjYyMKAfzH4cOHuXbNVDa+Xr16adwaQfg6iCAkCJ8hMzMzZsyYQf78+QHTmh2tW7fm+vXrCV5nSJIkypYti7W1NQaDgeHDhzNw4EAePXqEJEnkcHFmxsjW5M2ZEZVKIiIqlhv3/Hni/4p7j5+zYecZZQiZqTiCiozp7Jg/vh2lCucCIPh1BAMmrefAiRsYjfFvgIoVK0arVq2wsLBAq9Wyb98+WrdujYeHB35+fmny1FelkmhSuyRzxrRl3rh2ytecMW1p1aAs5uYazM00NK5VgiE/1WPCwKZULP0da/48xaBfNrDj4GWlJyBWq0evT9o1yLLM5cuXqVixIu3atYsXgn755ZcEl07/r9OnT3P69Okk7ZtQcZP4E+I4x/GTTAU/1rI2xdtSKJ8L5YrlBiAqWsuWf84T+W959bLFcuP6XZYE3Uybm6mJjIrl3NWHXL/rx/Gzd1ix8SgBL0J5HRrF3YfP0f5bKc5Mo6ZQPtP8sNSWLVs2unbtCph6XxYuXPjOdaMSQq1WKz05Bw8eTNbfvxw5cpA9e3YAFixY8NHwk9CeoRs3brB//34Aevfu/dYQzG+dwWBQ/twqVaokgqIgpAARhAThM2Vra8vSpUtxcXEBTGGoUqVK/Prrr2+UU/4wCwsLqlevjiRJxMbGsmjRItzc3JQwVLFUXlb+2oUfqhXF1toCzb+LkFpbmvPoWfBba/ZIkkSBPJlZMNGDbFlMlbj8n4fQZ+xazl55EO9mR61W4+XlxW+//UbFihUxNzcnNjaWXbt2UaZMGSZMmICfn1+Sb+ySQqVSUbF0Xnq3r0nfjrWUrz4da1G9fEHMNGoMBiOHTt2i64jfqdthFh0GLWf2ir0cO3uH6JiPr2H0MXEhqHXr1ty7d4+oqChsbGyoUKECkyZNSnIIAtONksFgwMXFRQnRKa13794JbmNlKpNZNg0rc8c9RdsRt6ZQk9ollFASt1aUpYUZDWsWV+Z8fYy5uYa2jcuRJaMjABFRsUxZuIsKLSbzfbNJjJ2zjehY0wOIAnky07hWCaUCY2pzd3dXeoVWr16Nt7d3sodjHj9+PNntsrS0BEyLe966dSvZxwNTkRK9Xo9KpcLW9uNDGr8lsiwTExOT1s0QhK+OCEKC8JmSJIlKlSqxYcMGcuTIgUqlIjw8nEmTJiU4DFlaWrJkyRLGjh2rFEo4f/48bdq04fHjx6hUEpVK52Pl9M78NrMr4/o3YWSvhiyb1onJQ1pga2MZ73iyLBOr1fPydQRmmv/XWnnwNIj+E9bh+/hFvJs0W1tb3N3dlTWHHBwckGWZ58+fM2XKFEqUKEHTpk3Zvn074eHhCR5ylWSyTHhENP4vQvB/Hv8r4EUI0TFangS8Ytzcbew6dJmgV+FUK18Qr0nt2b58AD+2rJysngCdTselS5dwc3NTFjz97rvvOHz4MNu2bUtWCHpT1qxZKVAg5SqbGQwG5fNmaWmZ4BvUjGTkPve5Ld9mNatTrD1xJEmi6vcFyJk1XbyfZ83kSPXyBRLcTkmSqFAyL9OHtyJ/7kyYm2mIidXxNOAVT/xfERUdi5WlOZXK5GPOmLYUTGBPU0rInj07Xbt2RaPRYDQaGT9+fJLLacfN20sJ/fv3B0zrS8Ut8JlcJ06cQJZl8uTJk+RiDl8rWZZZsGBBWjdDEL46omqcIHzG4krpnjlzhnHjxrFixQp0Oh2TJk0CYMSIEfEm0r+Lg4MD48ePp0KFCnTo0IHg4GDOnTuHm5sbw4YNo3nz5mTK4ECLH0pjNJRExjSHSJJ4a12dqBgt2/ZeZOK87Tx8GhTvPBeuP2LApPX89msXMqazj7evvb09nTt3pnr16ixYsIA1a9YQERHBy5cvOXjwIKdOncLZ2ZlOnTrRrVs30qdPr1RKS0l6g5F5v+1n2Yajb71mZWnO3LHuZMnogP+LEKVyXkysjrsPAzlx/h5/H7qiLEKbWLGxsYwePZrffvtNqYyVJ08eNm/enKJVt1LDzZs3lSFLiWWNNflJnd4pSZLImTU9/TrV5vLNJ6aqCRKULJSDXFnTvxVWbG0sadOoHK9DIgHIkTUdlpam4VdmZmraNP6eCqXycu7qQ67eesqLV+FIQNbMTpQrnoeShXOQMb29Mp/sUxk4cCAnTpxg165dPH36lEWLFrFw4UKlVyah6tatq/zuSK58+fKRI0cOnjx5gl6vT9LCqv8V9xlTq9WJvravncFgUAre5M6dm6xZs6ZxiwTh6yCCkCB85iRJIlOmTMydOxeAFStWoNVqmTRpEiqVimHDhn00MEiSRN26dfnjjz/o2LGjEoY6dOjAgQMHqFSpEipJQvWe3g5ZlgmPjOH3zSeYvvhvngeHKa9ZWZihNxrR6QzsPXadwZM3smBCe5wcrOPdGKnVavLmzcucOXMYOnQop06dwsvLi7NnzxIdHY2fnx9Tpkxh5cqVmJub0759e0qXLk3Tpk3fuV5OUkVExRIRFfvWz60szYmN1ZMxnT25sqbHL/A1RqPMwZM3OXjyJjZW5hTKn5XXYVFERsUmqvqWLMts2rQJT09PZehPrly58Pb2/qQh6MqVK2i12kTN8wFTT1ZMTIyykO7nxMJcQ+/2NeP1REqSpAxdk5HZxCYeS4/5yeknpo9ohVLATpJQqyRlHzONmjw5MpA7ewZaNShLXN10SZKQVBISpMlwLXNzc6ZNm8bt27e5f/8+q1evpnz58nTt2jXNho/lyZMHV1dXnjx5gpeXF25ubsn6bLx48UKpQFe6dOkU/Tv/Ndi3b58yBNHT01MZLikIQvKI3zSC8IWwtrZm7ty5ys2PVqtlwoQJzJo1K0E35JIkUa9ePdasWUPNmjUBUy/FsGHDePbs2XvnHciyzKuQSOb/vp8J8/6KF4KyZHTklyEtGNrtByzMNRiNMpv/Pse0xX+/t7ywWq0me/bstGnThh07dnDlyhX69++Ps7MzGo2GwMBAnjx5wtSpU/Hw8GDChAmsWrWKVatWce/ePaWdZho1DnZWpi97a6wtzd55U2hhrsHBzvr/237gy8xMTbYszkwa3JzGtUrgksmR9M62VCj1Hb8MacHcMe4UzueCg50VarWaFy8/XjVOlmWuXr3K5MmTlRA0ZMgQjh8/niLrwrx5no8Nmdq3bx+xsW+HwITKlSsXjRo1SvL+qSGukIdGo1a+1GqV8lnYylbaSe34mZ/5UfoRjfr/22ne2O7N46lUkmm+3BvHU/1bNCStFC5cmC5duqBWqzEYDMybNy/NKzDGhZXQ0NBkz1vy9fVVKqI1bNjwswvcacloNOLj44NOp0OSJBwdHdO6SYLw1RA9QoLwBYkLQ7Iss3LlSrRaLV5eXrRq1Yo8efJ89EYtLgxVqFCBqlWrcvXqVU6fPo2bmxvjxo2jbt268Z7EyrJMYFAos5fvZdmGI/F6UvLlysToPo1oUb+MqepcZCyL1x4iWxZnihfMhmz8+I2Ro6Mjjo6OzJ07l/79+xMbG8uKFSu4fPkyhw8fJiYmhsmTJyvbFylShEmTJtGoUSNqVnTl0PoRphAogb2tFZYWb1eZ8mhagfrVin30Rk1SSWR0tkOjVlG1XH5KFMpBSFgURqMRO1tLHO1tQJbZsrgvsbE6VCqJ9E52HzymLMtcuXIFNzc37t+/D0D9+vWZOHFiqgz92bZtG0CCnqarVSq+y5GRCqXyIssyhfNljTfv613Mzc2xs/vwNX9u/PFXeoD88EvbxiTToEGDOHfuHNu2bePu3bts2LCBbt26JTqghYSE8OTJE3LlypWs9vTp04fdu3cn6xhxvLy8ANNQ3hw5cqTIMb8WRqOR7du3A6Z5XiVLlkzjFgnC10MEIUH4wtjY2DBv3jwAVq5cybNnz2jdujWbN29OUBgCsLOzY/r06XTo0IGXL19y+vRpWrRowa+//krv3r1RqVQYjTIPnwYxbdHfrN9xmph/q2ZJQDHX7Ewc2Iy6VYpgaWmGLMuM698EtVqi2vcFqVe1CGZmCX+iK0kSefLkAWD27NmEh4czfvx4ZaiMj48PAQEBXL9+nTZt2jBo0CDKli1L4cKFlepo0jue2EuShKO9NY721gluS5y4XqL/ypbZKUH7x4Wg1q1b4+vrC5jG9qdWCHpTr1693vnz/Pnzo/k37FiYa+jTsRbd3KuBDBqNCmsrC6KIYiMbyUEOalM7Vdv5KXShCyc5ySMeMZe5ad2cZLGwsGDIkCHs2rULnU7HzJkzKVeuHMWLF09UGHry5Alnz55NdhCKK8CS3N4gWZYJDg4GTKW5y5cvn6zjfW2ePXtGWJipJ75MmTJYWyf+95kgCO8mgpAgfIFsbGwYOnQou3bt4vnz51y+fJkff/yRQ4cOJajyWFzP0B9//MHkyZPx8fEhJiaGESNGEB4eTvv27cmUKQsrNh1j7V+n0OoM/+4HFUrmZfLQFlQqnRczM41yvHROtkwd1so0TOkdQ44Sw87Ojjlz5ijfnzhxgrFjx3Ls2DF0Oh2//vorAC4uLmTKlAmAChUq8MMPPyjtqVKlSrzei+S0Jyk3epcvX8bNzS1eCNq8eXOKDod7n4wZM77zeps2bcqIESMA0/thbWWOtVX8z0sXuuAteQOwQ95BIz6voXCJZYstm9iU1s1IMaVKlaJx48b8+eef+Pr60q5dO06dOpWg4VJOTk5kyJCBoKCgj26bGA8ePGDfvn00aNAgSftfvnwZHx8fALp16ybmB/3HqVOnePr0KWBaZFcQhJQjgpAgfKEKFCjA+vXradeuHc+fP+fChQssWLCAgQMHJmh8vSRJ1K9fn0qVKtGrVy82bNhAdHQ0o0ePZuXKlXTp0oXyJauQJ0dGbvsGoFGrqFmxEJOHNKdk4Zyo1W/frLxraFpKqFy5Mn///TcTJkzgypUr3Lp1i2fPnuHv74+/vz8Aly5dYtGiRco+RYsWVZ6c5s6dm06dOiX5/Ddu3MDb2ztR+zx9+lRpW+7cudmyZUuaD2l59OgRer3+g5+Pm9xUhpLd5vZnGYQMGNjBDpxxphrV0ro5n5SlpSWjR4/m0qVLPHz4kPv37zPp0CQqNq9IM6kZmg/8s+7q6krp0qXZs2dPirYpJiaG169fJ3n/iIgIpSJaliyfrjT5lyZDhgzY29undTME4asigpAgfMFq1KjBihUraNq0KbGxsYwZMwaDwcDgwYOVIVAfY29vz+LFi7Gzs+PPP/8kODiYBw8eMGbMGAYPHsK8cR3pM3Yt5YrnYXTfxhT8LssnW0zyTdbW1kpP0P379wkMDATg8OHDHD58GDCNpT979iwxMTHKxGuAM2fOsHHjxk/eZjCtE+Tt7Z3qIejcuXPxrvldNm/eTHR0NBYW719odCYz6UlPcpGLznQG4OHDhyna1uQaxjDmSfMA2CRvojWt07ZBn1jJkiVZt24dtWrVIrpONPNazmMe8+gt92YhCz9ZO1xdXalUqRInT55M1nHiPl/58+enatWqKdG0r1L58uUpWLBgWjdDEL4qIggJwheuWrVqdOzYkdWrVxMbG8u4ceMAEh2GlixZQp8+fVi0aBF//vknQUFBLFy4gBs3btCvbTsa1a9D7hzvHnL1qeXNm5e8efMCpt6isWPHAqYgdObMGaKjowG4c+cO69evT7V2eHh44ODgwOLFi5Xhcw8ePCAgIEBp56cqkR0SEkJYWBh2dnY4OX14HpOLiwtmZu/uvatHPR4SP/isWrUq2fNAUtIFLiDJps/hRS5+c0EITGGoWbNmbMi3AYyABGfkM6ZJfAnw9OnTZK/9Y2dnh7Ozc5L3B1NP7sCBAwHTkN906dJ9eIdvjL+/P0uXLk3rZgjCV0sEIUH4wtna2uLp6QnA6tWr0Wq1jBs3DlmWGTx48HtveN+laNGiLFq0CCcnJ2bMmIFWq2Xv3j0cOnSQvTtrM2vWLFxdXVPrUpJNpVJRoUIF5fsaNWrQs2fPVD9v3Lj9y5cv07q16aZcrVbTv39/ihcvnurnf5Narf7o0MjWrVvj4OCQ6GO7uLh8FkF4LGPpQAfSkY4e9Ejr5qSJuMIJJ/qf4GnLp5AZSp4oCc0Ttv/vv//OgAEDEvyw5F0iIiKUxYGTQpZlrl+/rhwjW7ZsST7W12jXrl38/PPPXL9+Pa2bIghfLTEjURC+Ara2tixYsIAff/xRWWNo3LhxtG7dmjt37iTqWJIk8fPPP7N69WqKFy+OSqVCp9Oxe/duWrVqxc2bN1PpKlJeXCW5T/W1ZMkSHjx4AECHDh3o3r37JwsOJUqUwNXVlZCQEM6cOUNoaOgHt09Ku7p27Zrm67vIyNhhxzGOcZ3r5CJXmrYnLZUsWZIhbkNQl1JDJojYHIFWq/3gPlmyZEmx89+8eZPjx48n6xjLli0DIF++fCxduvSzCNqfg5iYGObOnauEIEdHR7p06ZLGrRKEr48IQoLwlbCxsWHBggV06tRJCS87duygVatWiQ5Dtra2eHh4cOLECVatWqU8qb116xbNmjVjxowZyVqY82sUGBjIkSNHAMiTJw/9+vVLUAW/lJIhQwZl/kD//v356aefkvW0/l22bNmCwWBI0WMm1jjGUUGqgCuuHOIQ4YRzkpNEE52m7UoLkiTRo0cP2rVrB5jWkbp69eoH9+nRI+V70CwsLJI0iT8iIoKoqCjAVPwlU6ZMIgj9Kzg4mFu3bgH/LxbTpEmTNG6VIHx9RBAShK+IjY0Nnp6eLFu2DBcXF8BU8axZs2bMmTPno0+L3yRJEjY2Nnh4eLBx40YlDN2/f58xY8YwdepUEYb+FRsby+LFi5VS2d27d/8k84LeJEkSCxcupG7dulhZWbF161a8vb3fObcnJCQEvV6f6HPcunUrzecK7WEPyKaeob3spTjFqSJVoQIVMJC2IS0tWFhYUK5cOdRqNbGxsR/9e56SQePly5eAqSBIXOn6xDh16hSXLl0C3r/21bfIaDSyfPlyAgMDlSG2FSpUECFREFKBCEKC8JWxsbGhc+fObNy4UQlDd+7cYcSIEUyfPp3nz58n6niSJFGhQgX++usvZWiUwWBg6tSpTJkyRYQhTAUSpk+fjtFoxNHRkZo1a3JQOkgLWrCABZ+sHVmyZGHXrl00amQqef3zzz8r67O8ae3atckqd5yWBjIQDRrSk57v+Z5H0iMArkpXCSQwbRuXRtq3b68sSLxlyxZ+/fXXRD30SKqFC00V6t61mHFCxIVqS0tLbGxsxI3+vyIjI1m5ciVgKmTzKdYeE4RvlQhCgvAVkiSJSpUq8eeff9KxY0clvEyaNInq1asnugqRJEmUKlWKBQsW0LNnT+V406ZN48cff2T27NnfdCD6+++/lfV52rdvT+HihWlOc/7iLwZIAzjHuU/WFo1Gw5w5cyhatCivXr1i/vz5yqr0dnZ2SJKU5sPbksMDD8IIww8/GtOYKnIVAJrKTXHBJY1blzbs7e3p378/arUavV7P5MmTlZ6W1GQ0GpO8ryzL7Nq1CzAtElupUqWUatYXzWg0smvXLmVYq4eHB7ly5UrTNgnC10wEIUH4SkmSRLly5Vi8eDE//fQT9vb2GI1G7ty5w6xZs7h06VKinxpbWloyc+ZMevTooYQhb29vRo4cSZcuXTh37tw3GYjOnz+PLMu4uLgwZcoUzM3M0aBB+reWsTmfbq4QmKq79e3bF0tLS7Zs2ULPnj0JCwuja9eu2NjYEB0drcxn+hJZYokGDWaYcYQjBMvB/MmfyvsdR5Zlrt5+ypSFO5k4fzt/bD3J69BIjvjcZsaSf5j72z4u33yCTmdI8yF/ySFJEp07d6Zr166oVCq0Wi2zZs1Cp9Ol2jm1Wm2S/67LssyZM2fYunUrYKr2qFKJ2xGAnTt30rNnT6KiorCwsKBPnz7ivRGEVCT+dgnCV87Kyor58+ezd+9epbSzr68vVapUYcqUKUkKQ7NmzcLT0zNeb9OGDRuoUaMG48aNIygoiNevX3/RN5cJFRAQoFR2qlmzJlZWVqhkFX/r/+FHQyd+067CVVcYWZbR6QxEx2iJidVhNBrf+f7IsoxOb9ouOkZLrFaH4T/bvrlNVIyWWK0eo9FIbKyO6Bgter2BLl26MGfOHCwsLNi0aRO9e/cGTDfNsbGxXLhwIcHXaG1tncx3KfVISDjj/FYIAtP7dO3OM6Yt/ptJnjtY8MdBRv26Fbd+ixgz+09GTt9M8x4LWb/j9Fvv8ZfG2tqamTNnki9fPgB27NiBl5dXqp3vwoULSsW4xH4+ZFlm0KBByjDdOnXqpHj7vkRGo5FTp04RHh4OQJUqVciUKVMat0oQvm5iHSFB+AaYm5vz/fffM2rUKC5evMijR4+Iiopi2rRp+Pv707dvXwoVKpTgNYcsLS3p1asXXbp0oWzZsixcuJD79+8TFRXFnDlzWL58OenTp6dv3754eHhga2uLhYVFKl9lKtLrITIS3rH2zosXL7h9+zYAFSpUQKPRYDAYubfdyKu9JfiLEKKqHKNi6bz8fegKl24+Ib2TLY1qFqd6+YLYWFsgSRKyLBOr1XPtzjMOnbrF5ZtPiI7RkjWzExVK5aVq2fxkzeyESiUhy/DX3ots2Hkag8FIueJ5KFciD3/uuUBIWBRuDcvRuFZxunXrhtFopH///uzatYu6desm6Wa/f//+bNmyJdlvY1qQZTAaZVPv0K2n3Ljrh5lGjZlGTUysjsd+wUxZuJNiBbNRolCOtG5ustja2jJw4ED69OmDTqfjwIED9O3bN1lrBb3PgQMHMBgMqNVqBg8enKiy6lqtVqkW5+rqSocOHcT8IExDbOPKiVeuXJk1a9bg6OiYto0ShK+c6BEShG9I8eLFOX36ND169EClUqHX61m5ciXVq1dn8uTJib5JtrCwoHfv3pw6dYqBAwdia2uLubk5ISEh3L9/nyFDhuDq6sq6deu+3KftL15A/vxITk4wYcJ7N3N0dKRo0aIAGGWZW/f92XXoMjsPXmbtXz70HL2ayQt38ueeC6zYdIweo1ezfscZtDo9siwTFa3lt83H6TBoGePn/oX3rrP8s/8iv607SK8xf9BzzGrOXnlguqlH5u6j5+w6dIWdB6+wYecZhkzZyIpNx9h95CqxWh2SSkKtVtO6dWvKlClDWFgYvXr1IjIyEiBRpb2vXs2ILM8mOrpIst7KtGYwGmndoCzHvEeycGJ7nB1tAHj4LJh/Dl/lc/iEGjESRVSS9pUkCQ8PD2WB34MHD7Jw4cIUnxOm1+s5ePAgYAoyTZo0SVSQ2bdvn7Ie2dy5c8UcGODVq1csXLhQWf+rYsWKojdIED4BEYQE4RsiSRLp0qVj5syZTJ06ldy5c6NSqQgNDeX333/n5s2bREdHJyq0SJKEk5MTkydP5s6dOxw9ehQPDw9luExwcDATJ05k9uzZzJ07lxMnThAVFZVmwSiKKGYwg3nMQ0cC5lDs3o306JHpv+fNA8BgMBAZGcnjx49Zs34NRoykS5fundWdZBnOXX3IE/9XFM7vQuYsdsiyTMCLUBasPsDdh8+RZZm9x64z1WsXdx8+x2A00tzJwGu/TYQ8WkeVYF/2Hb/BJM/tPAt8zX/v2G/fD+Cp/2uKFchG/erFqFwmH6p/b0wzZMjApk2b+P7779HpdMiyjL29PR06dEjQ+/X0KfTrlw8YwNOnq4lK2j36Z8HR3ppu7tUoVjA7LeuXoWyx3AAYDEau3fVDp0vbIhKveU0RimAr2TKBCUk6hq2tLfXr11eGQI4aNYpFixalaDvPnDnD6dOnAVPPhaWlZYL2k2WZa9eu8eeff2IwGFCpVNjZ2aVo275Er169onPnzhw4cAAwhaABAwakcasE4dsggpAgfIOsrKwYNmwYp06dok+fPgA8e/aM6tWrU6lSJa5fv56k3qEsWbJQpkwZVq5cya1bt2jYsCEAT58+Zfjw4QwZMoTGjRtTokQJ5syZw9GjR1N1Qve7jGQkP/MzgxnMDGZ8dHu5YkVkG1PPgaFBA2JiYvDy8sLV1ZWSw0syZ9wceAGxheNPHJffSCu21hYMGVmNkG3reHHCC+uepvWG7j18zulLvoSERbFuuw8BL0xPg8sUzcWi3FpsDFosZAP9o+9hNMqcOH+fkxdM//0mSSXR1a0y25cPwHO8B1kyOcZ7PWfOnPz999/MnTsXMzMzwsPD2bBhA7Is44cfv/ALO9n5zuuPjASjUQIkZNmST1CVOdVYWZqT7t9eIAtzDU4O/5/bEhIaiU6fOkFI/vd/H7OXvdyWTMMsZzIzyedr0qQJ7u7uShhatGgRT548SfLx/isqKgqtVoskSTRo0CDBvUF6vZ6uXbvyxx9/AKY5MN96aeiwsDC6dOnCrl27kGUZa2tr+vbtS5YsWdK6aYLwTRBBSBC+UZIkkSlTJvr06UP27NlRq9W8fPmSy5cv07p1a65fv57kITXm5uZkz56dKVOm0KVLFzp37kzhwoXRaDSEhoZy//59hg0bRtOmTWnXrh1Hjx79ZD1EwQQjIaFCRRBBgKmHR6fTodPpuHjxIr/99tv/v44do0H+/DTPkoWCp09TuHBhRo4cybNnzwjxCAEbwAnC3cOVc4xUjWDWcHeMv+8FMwO5sqUntpovDzS+GFVGYn+6CIBWp+fBkyBehkTy4EkQsiyjUknUqFAQp5ZNkWQZCbjkkh+AmBgtN+74of/Pn4uTvTUNaxYna2ZHMqSzQ61SvXVz6uzsTMuWLbG2tkaWZZYtW0ZAQAANacgEJtBUasoJTrz1fhUsCEOGPAWOkSXLCL7kKQvhEdE88TctAhoVHYtfYIjympODDWaalP8n8SxnyUhGMpABH95e0+lN5SiHjWwKanVIegEBOzs7Fi9eTJs2bQDTOmIDBgzAaDQmu6y20WjE09MTgKJFi1KjRo1E7R9Xyj1Xrlw0adLky547mEyyLLN//37++ecfZFlWCtvEFbURBCH1iWIJgvCNy58/PydOnMDX15dOnTrx5MkT7t69S926dWnTpg1VqlShQYMGWFhYJLqMa+HChVmxYgUAz58/59mzZyxatIiLFy9y9epVwsLC2Lp1KwcPHuT3339P9FyDxJBlGYPBwKDQQdzU3sTMYEaBswVYH7OevXv3cubMGcA0TCU4OPidx1C9ETBUKhXGo0ZoCkjQ2L4x5ubmRBDBXPUc0w5V/aFEMOaxeSljKIuZbIZO0mF3LTdxy5lGRWsx6I1KL48kSVhamCG3aoaxaBGe+wexZcFRuPEEGf6tbha/XXa2VmRMZ//R9yB9+vS4u7uzZMkSAgICqFWrFs+vPEc2Nx3wvwuSnuMcxzlOjY4FmTOnMfb2+YGpHz3P5yo8MoZpi/4m6GU4t+4HcOnGYwDUKhVFC2TD3Czl/0n0wotXvAJgAQuoQIX3bpuHPNzhDvfke1SkYrLOa2dnx6BBg9i/fz8vX75k3759+Pj48NdffyXruKdOneLQoUOAqWf5YxXjjEajst6Qr68vYWFhSJLEsmXLqF27drLa8iWTZZmdO3fSvXt39Ho9lpaWzJ8/n06dOiWq8IQgCMkjgpAgCGTPnp3s2bOzefNm3NzcePz4Mc+fP8fT0xMvLy/y5ctHz5496devX5KDSqZMmciUKRMrV67kxYsX/PXXXyxZsoTLly8TEhJC586d+eWXXyhevDiVKlVKkUAky6ZqYUePHuXixYusWrWK6OhoHjx4AMAF3i4hLUnSW+eWJIlatWoxZMgQXFxMi3ZeuXLFNM/GB7Kmz8qc3+YgSRLWWFNYLswN6QaEmcEDe/w0r1HfTc9Vp+vsfXiKueOv8ZpXSBJkSm+PvZ0l6ZxsgX/nq9x+xsvXEaQv6MqlYCP+z0MAMNOoyZ09A5r/9Fxo1CrMNOqPvmcajYb+/fuzYcMGQkNDuXPnDvWX1edF3xeUkkvRlKbKtg95SGUqo5N0ZCyYEVmSlff0SyXLcPzcPU5d9EU2GjH8Gz4L5MlM41olUuWcFanIGmmN6b/lj4cbl3//lxLKlCnDzJkz6dKlC9HR0YwaNYqIiAgAChUqlKS/Y1FRUURHRwMoJdnfR6vVMnbsWP755x8AXr9+TWBgoDJX8Vvm6+tLly5deP3a9EikfPnyeHh4iBAkCJ+YCEKCICjKli3L4cOH+e233zh9+jSHDx/GYDBw+/Zt5syZQ/ny5SlbtixAsoJKxowZ6d69O40aNcLd3Z3jx48TEhJCv379sLe3Z+rUqWTLlu2t/UqWLImzszOHDx+Ot6q9RqOhRo0aWFpa8uTJE65cuaK8tnz5co4cOaJUS4tja2tL9erV411HjRo1qFat2lvnlSSJAgUKYGVlBZjCwMyZ/87hOA1D5w5VbuxUqDiiP0b3HdP4a/YT5JdWBEqhjJ71JxVKfcflm4H4PQsBTMOxShTKQXpnO+pXL8q5Kw+IjNay99h1+k9YR7Yszhw7e5egV6ZhdwXyZKZS6byok7HAYt68edm7dy99+vThwoULXJxykXWF1lGjRo1474Uffugk0/ytYLNgMIdHjx6xe/dumjZt+r7Df9bSO9nSqkEZjpy+g+/jF1haqCldNBej+zSmUL6UCR//1YMeFJGLYMRIFaqkyjneR5Ikmjdvzrx587h69SonTvx/6GOrVq0SfdMtyzJ37twBTBUomzZt+t7fA3GFEZYuXaoMh4vj4uKCwztK0X9LYmJilApxcaWy436/CILw6YggJAhCPLly5WLSpEnExsZy7do15s+fz7p163jy5AnNmjUjT5489O/fn4YNG2JtbZ2sQOTi4sKGDRsYNmwYN27cUIbL9e3b953b58mTB1tbW65duxavZ0KlUlGsWDHMzMwIDg7m4cOH79y/dOnSFC1alB49emBlZUXRokWT1P7Lly+zfft2wBQs2rVrF+849tiT715ZpOcvkZHRaFRcv/OMs1ceKNuYm2toWqck5Yrnxkyjpn2zCtx5EIj332eJiIxl657/91ZJkkTeXBkZ3qMB+XJn5h1rhyaYRqOhYMGCykK6z58/p3379vj4+JAjRw7lOipSkd5yb3azmzZP2jAjdgaxciyvXr1K+snTmKWlOb071GLITz/w2O8l5mZq8uXKRIZ09khS8sL9h1SiUqocNyHs7e0ZOHAgXbp0UX5mZ2dH5syZE32soKAgpQKdra3tByu+hYaG0r59e8LCwlCpVFSpUgVLS0skSWLMmDHkyZMn8RfzlZBlGV9fX2RZxsXFhfXr15M1a9a0bpYgfJNEEBIE4Z0sLCwoU6YMI0aM4Pz589y5c4fAwEACAwPx8fGhdOnSDBkyhEKFCinr5ySFi4sL69at4/nz5/FWm3/9+jWXL1+Ot23ckDYwFWQoVaoU58+fR6/Xv7VthgwZKFLk/+vedO7cmYYNG+Lk5JTktsaJC2wAffv2JX369B/cvuB3Lrg3+Z6jZ+5w90EgTo421K9WlK5tqpDOyRZJksicwYHJQ1pQpmgu9h67zq37AcTE6siU3p4yRXPRqkEZKpbOi7mZ2lQC29aS7Fmc0euNZMnoiEaT8Kf7BoOBgIAA5fvnz5/TqlUrZsyYQc2aNQFTz9ZCFgIQ4RyBT1Ufjh49mti36rMiAWYaFd/lzMh3OTOmdXM+CUmSlN7VIkWKsGjRImxsbChRokSijiPLMps2bVJ6hHLnzv3ebWNjYzl27Bh+fn6A6QHGpk2byJjx23jPP2bfvn3KYscWFhYf/f0hCELqEUFIEIQPKlKkCP/88w937txh7ty5HD16FK1Wy/nz53F3dyd9+vQULlwYgMGDB9O4ceMknSdTpkysX79e+f7169fxhrj9l7m5OSVLluTChQvo9fq3Xs+QIYPSrpR04cIFBg4cCEC+fPlo27btR3sSbKzM8WhWga5uVQiLiMHcXEMGZ1vMzTTKvnFhqLt7NdwalSMsPBqDwYilhRnOjjZYWpjFO49H0wo0qF4MGdPcoSwZkz7USJZlLly4wOTJkylXrhy2trbxXre1tf3m53R8Dezs7JI8/06WZVatWgWAg4MDAwcOfO9xFi1axPDhwzEYDFhZWbF27VoRgjA9QLlx4wb9+/fn5UtT9cIcOXIkugiNIAgpRwQhQRA+Knfu3OTKlYvatWtz5MgRZs2axf3793nw4AHBwcFKT8HVq1eVOUSZM2emZ8+e5M2bN0lPPJ2cnKhevfpHt6tcuXKij50cr1+/Vsb2u7q6kiFDhgTtp1ZJpHe2I73zhxeQVKlUODvY4Oxg895tJEnC2dEGZ8f3b5MQFhYWLF68mIULF3Lx4kWOHDnC+PHjmT17drKO+/mQcHawpljBbMRq9WTO4ICFuVlaN+qLdOrUKe7fvw9A48aNKVmy5FvbxMTEMG3aNP744w8MBgNqtZrSpUt/08PgwDRMcPfu3fTt2zfe0NJy5cqxevVqzMzEZ1IQ0ooIQoIgJIgkSWg0GmrVqkWtWrV48uQJPXr0ICgoiLCwMHx9fXn9+jX79u1T9vnjjz+oVasWs2bNomjRol/Vk88CBQqwdOnStG5GsqjVamrVqoWjoyPu7u7Exsayfv16evToQf78+dO6eckmSVC3ShGqly/47/dSmgWhF7ygJz2JIAIvvMhHvk9yXlmW8ff3T9YxjEYj8+bNIzzcVLSjW7du7+wN8vf359dffyU21rS4sIeHB0uXLsXc3DxZ5/+ShYSE0K1bN7Zu3ar8LE+ePOTLl49ly5aRLVu2VJubJgjCx4kgJAhCosT9o50jRw6lLG5gYCDdunXj6dOnynaPHz8mPDycgwcP0qhRI86cOaOUnv6SvH79mmfPngFw//595s6dC6AsBHn9+vV427u4uODo6ES54nno1rYaRlkmT/YMWFl+vjeDjRs3ZujQoUyZMoXnz58za9Ys5s6di41N8nqc0popvKsTNX8qtcxkJjvYAcAoRrGFLZ/s3MkN7CdOnODAgQOAqVqcq6vrO7fbsmULOp0OjUZDr1696Nmz5ze/YGq/fv2UEGRtbU2VKlVYsWIFWbJkeWepfkEQPi0RhARBSJI3/xHPkiULO3bsiPf61q1bGTVqFA8fPsTPz49mzZpRokQJ+vTpQ9asWT+7CcIvXryIN2zl3Llz7N69m8ePHyuLrQJK2e6rV69Sr149bty4Ea+CXalSpcibNy9gWrfG3NyMGk37EOj/hMA3HsznypULS0vLVL6qhFGr1XTu3JlVq1bh5+fHihUraNiw4RdbJvtzlIEMGCUjkiyRkU83X+by5cvcvXsXIEl/516/fs3s2bOV4iC9e/d+53G0Wi1nz57FaDSSMWNGJk2a9M2XyA4PD+fSpUuAKQTNmTOHrl27xluYWRCEtCWCkCAIySZJ0ltrkrRu3ZqiRYtSsWJFQkNDOX/+POfPn2fVqlUULVqU4sWLJ+ocGTJkeO+QnDcZjUaWLl36wTLPLVu25Pbt29y4cUP52cWLF7l582a847y5VpG1tbVSctjf35+YmBiuXr0KgJmZGRYWFkRERCjX+aYNGzbE+16SJPr27cuUKVM+mzCUK1cuevfuzcSJE9FqtcyaNYu6deuKtU1SyGAGYy1bE0kkfXl3efjUEBAQoEzM79OnT6L337lzJzt37gRMvUHNmjV753aenp5KSfn69et/85+bsLAwevbsqfxOmTJlCj/99NNXNTxYEL4GIggJgpAq4hYh3bx5MxcvXmTZsmUEBQUpT0njnpQm5njz589P0LY6nS5eL81/rV279q2g81+2trY4OztTpEgRGjduTI4cOZTS0nv27CEwMFDZ1tHREWdn53jlvaOjo1m6dCnR0dHKz2RZJiAgAJ1Ox/z583n48KFSTcvNzY3y5ctjbW2doGtMaSqVimHDhrF3716OHTvGqVOn2L9/P40bNxZPr1OABs0nDUBg+rzFhZh8+fJRqFChRP1ZhoSE8NdffwGmBwEDBgx4Z3GQW7dusWLFCqVAQoUKFb7peUEGg4G+ffuyadMmACwtLalYsaIIQYLwGRJBSBCEVKNSqahduzY1a9akX79+nD59mmvXrr1z25s3byo3bW+qXLkyJ0+e/GCw+ZicOXPStm1bvL2931pstV69eu9cU6VQoUJUrFgRjUbz1k1dQoaMybJMjx494rVblmUmT57M7Nmz0ev1yk0mwKpVq/jhhx/ImTMnjRo1omLFiqk2R+fo0aNERka+dVOsVqsZNmwYPj4+6HQ6Zs6cSd26dT+bXishcWRZVnonXVxcEr1o59atW5Venjp16tCxY8e3trl16xatWrVSht916NABDw+PZLb8y3bu3Dn+/vtvZFnGwsKCGTNmUKpUqbRuliAI7yCCkCAIqU6lUmFlZUWNGjWoUaPGO7eJu/H+L3Nzc7RabbLOr1arsba2plu3bm+tOWRpaZkq5WslSXrn8KCJEyeSN29eZbjSpk2buH79OlqtVplntWzZMlq1asWiRYuws/twue2kuHz5MtHR0W/1PkmSRN26dSlfvjzHjx/Hx8eH0aNHM3XqVGWbQ4cO0aFDBzQa8c/H50yWZc6dO6cU+qhTp06i9g8LC2PPnj3IsoylpSUNGzaM16Oh0+lYsWIFXl5e3Lp1C4Bs2bLRu3fvb3pYXEREBAsWLOD169eAaUhc79693xo6LAjC50H8SyYIwmfBzMzsvYEkpSpPfQ43aObm5nTt2lX5vnfv3mzevJmnT5+ya9curly5QmxsLBs2bCA8PJz+/ftTo0aNFBueZjQaiYmJAaB06dLY29vHe12j0TB8+HB8fHzQ6/V4enpSpUoV5XUfHx8MBoMIQp85o9HIgAEDeP78OWDqWU3oZyg2NpbevXvz559/AtCwYUM6d+4cb5sLFy4wYMAA5cFC1qxZ2bhxI6VLl07Bq/jybN68WRkSV6hQIdzd3UUIEoTPmBiwKgiCkIZsbW3p3Lkz48aN48CBA0yfPh1zc3OMRiM7duyga9euyvotKeH169f88ccfgCkI/beylyRJ1KlTh6FDh6JWqzEYDAwbNozbt2+nWBuE1Hf79m0eP34MmNa8ypEjR4L3PX36NDt37lSGdtWuXTvezbxer2f//v3o9XpUKhVubm54e3tToUKFb3o+mU6n48iRIxiNRszNzenRowdZsmRJ62YJgvABIggJgiB8Juzt7enXrx9eXl6ULFkSgJcvX3Lu3LlkzZF605s9Qu9jbm7O+PHjqVy5MgC+vr7xKuoJn7/r168rvUGenp7kypUrQftFRETg5eVFeHg4KpWKqVOnxuvBNBgMHD16lClTpgDg6urKb7/99s2HIFmWOXPmjDLPsUGDBvTs2TONWyUIwseIICQIgvAZ0Wg0dO3ald9//10pyd2+fXsOHz6cYmEoISwsLJg9ezatW7eONzckNDRU9A59QXLmzKmsa/Ux0dHR9OnTRxkSV6RIEdq3b68Mg5RlmTlz5uDu7o5Wq0WSJKpUqSKKaQBnzpzB3d2dkJAQ5X1JjbmHgiCkLBGEBEEQPkMuLi4UKlQIgOfPn9O5c+cPro2UUJaWlhQuXDhB25YqVYo//viDwYMHKz97+fIls2fP5urVq580mAkJZzQauXjxImCap5I7d+6P7iPLMj4+PmzduhWj0YiZmRk9e/aMVy7baDSydetWgoODkSSJUqVKMXPmzG++LLQsyxw+fBg/Pz/A1EvWtm3bNG6VIAgJ8W3/9hIEQfhMpU+fnk2bNimlvV++fPne0uOJYWdnR61atRK8vYWFBb179443tGrt2rW0a9eOqKioZLdHSHl6vf6dpeg/JCgoiM6dOxMVFYVGo2HKlCnxhsTJssyCBQuURYQ7derE1q1b02zdq8+FLMucPXuWpUuXAlCwYEE2b94s5gYJwhdCBCFBEITPVN68eVmzZg02NjZERUXxzz//pEkvTK5cudi8eTNubm5K74K/vz/37t375G0RPkyWZf755x9lcd+E9P5FRkYyevRopUejSJEidOnSRRnaZTQa2bt3LwsWLFDml3l4eJAjR45vel5QTEwMGzZsoE2bNjx58gSAatWq4erqmsYtEwQhoUQQEgRB+IxlzZpVmeOxYcMGfHx80qQdpUuXZuPGjaxZswYzMzNCQkJYtGgROp0uQfvr0LGOdexmNzJiSF1qefDgARMnTlTm8Li5uX1we1mWmT17Nr///jtGoxE7OzvWrFmDs7Oz8vqePXto0aKFshhxhw4dKFu2bKpfy+dKlmVlnaZu3bopIahAgQL06dMnjVsnCEJiiCAkCILwGXN0dKRhw4YA+Pn5MWvWLKKjo9OsPblz5yZ79uyAac2UGzduJKiXaghD6CB1oKHUkLWsTe1mfpNkWebgwYNcuXIFSFjvREBAACtWrFDmBY0aNYr8+fMDpp6g+fPn069fP6UnqEKFCgwfPjxVFvr93MmyTGRkJH369OH777/Hzc2N6OhoNBoN9evXZ8uWLRQpUiStmykIQiKIICQIgvCZa9++vVI4YceOHQwZMiTN5udkyZKFn376CZVKRWhoKO3btycsLOyj+13nOpIsoZJV3OTLKMV9mMNfVA/Wo0ePWLZsGQCZM2dm/Pjx2NjYvHf7GzduMGHCBGVIXLdu3Rg6dKgyJG779u2MGjVK6QmqWLEie/bsSXCxja9JeHg4PXv2pGrVqixdupTz588r5ckLFizIunXrvsn3RRC+dCIICYIgfOYKFizIoEGDMDMzw2g0snTpUmbMmJHs4+7cuZMXL14ker/OnTsrxROePn3Ko0ePPrrPJCaRk5yUpCS96Z3oc35qK1hBLakWDaWGTGVqWjfno6Kjo/Hw8FCqxVWtWpVq1aq9d/vIyEiGDBnCihUrkGUZJycnevfurZTKfvToEdOnTyc2NhYwhfHFixd/kz1BAIcPH2bFihVcunQJWZYxNzdn0qRJHDp0iB07duDo6JjWTRQEIQk0ad0AQRAE4eM6duyIn58fU6ZMQafTcfHiRaKjo7GyskryMQMCApQb3cTIlCkTa9asoXbt2oSHh+Pu7o63t/c7hwWd4Qz96U82snGJSzjgkOT2fkrnOY9KViEjc57zad2cj9q+fTuXLl0CIGPGjHTv3v2D2584cYIDBw4ApmIY3bp1U4bEGQwGFi9ezLlz5wCoUaMGXl5e32wIGj16tBIYLS0tGTt2LJUqVaJSpUqo1eq0bp4gCMkgeoQEQRC+AGZmZvz888/KavV79+7l8ePHSTpWkyZNsLe3T1Z78ubNS+bMmQG4ffs2bm5uBAcHv7Vdf/pznvP8xV8sZWmyzvkp9aUvOchBJjIxjGFp3ZwPCggI4PTp08TGxqLRaPj999+pUaPGB/f57bffMBqNmJubM3XqVEaOHKn0Bj1+/Jjff/8dgAwZMjBy5MhvNgQdPHiQFStWEBQUBEC5cuUYOnQoVatWFSFIEL4CIggJgiB8ITQaDWXLlsXMzAyDwcDy5cuTVDghd+7cmJubJ6st6dOnZ/369eTIkQOAe/fusXDhQrRabbztsmMqrCBLMtnIlqxzfkpFKMIDHuCPPxWpmNbNea/w8HCaN2+Op6cnALVq1aJKlSrvLWsdFRXFvn37OHXqFAAlSpSgWbNmyvaPHz+mXbt2yqKpnTp1onbt2p/mYj4zBw8epF27dkoIGjJkCH/88YcSGAVB+PKJICQIgvAFad68OZkzZ0aWZebNm5ekuUK7d+8mPDw8We2QJIly5cqxYcMGbG1tMRgMTJkyBS8vr3jbrWQl05nOWnkt7rgn65zC27RaLffv3wfAycmJcuXKYWtr+97tjx49SoMGDZQCCV27dsXCwgIwLcQ6b948zp49C5jCbu/evb/JtYIiIyMZNWqUEoJKly5N3759v/m1kwThayOCkCAIwhfEwsICDw8PNBoNsiyzevVqjh8/rpQ3Toi7d+8maW7Qf0mSRKlSpejQoQNqtRqDwcDNm/ErwjngwDCG0Y52SIgbyJSk1+vx9vYmIiICCwsL1q5dy7hx4967fXR0NDNnzlRKZZctW1bpPdLr9SxbtoylS03DF9OnT8+qVauUHr9vgSzL7N+/n06dOtGiRQvOnzfNDStdujSbN2/+pt4LQfhWiP5dQRCEL4hGo2HixIlERESwcOFCHj9+TO3atdm5cyd169b95O2xsLBg1qxZREREsGbNGnx8fLh7964y8V5IHXq9nhUrVjBkyBC0Wi02NjYUK1bsvfNWYmJi+Pnnnzl69Chgurk/ePAglpaWgGmx3qFDhxITE4MkSXTr1o0ffvjhm+n9iIiI4NixY3Tu3FnpBQLT53vatGnkzJnzm3kvBOFbInqEBEEQvjBmZmb06NGDokWLotFo0Ol09OrVS6ka9qlZWVlRvHhxAG7evMm4cePQ6XRp0pZvQVzvzeDBg5Xg8sMPP+Dg8O6KfLIsM2HCBBYsWIAsy2g0GoYNG4alpSWSJGEwGDh16pRyrJYtWzJ8+PBv4sY/JCSEMWPG0Lp1a5o3b66EoDJlyuDp6cnq1aupUaPGN/FeCMK3SAQhQRCEL1ChQoU4ceIEJUuWBODhw4e4ublx+fJlZPnTLwBaoUIFsmTJAsC2bduYN2+eCEOp5N69e4wcOVIJLi1atGD58uXvnRuk1Wo5duwYRqNRCUGNGjVSbu43bNjAH3/8AUD9+vVZvnz5e0PV18JoNPLPP//Qtm1bpk2bxt69e9HpdFhYWFC+fHm8vb3p27cvbm5uojqcIHzFRBASBEH4AkmShK2tLUuXLuW7774DwNfXFzc3N5YuXfrJw1D58uX5+eefUalU6HQ6xowZw+LFiz9pG752BoOBly9fMm/ePCIiIuKFoPct6KnVapkwYYKyJtCAAQMYP348ZmZmAPj7++Pl5UV0dDSSJFGpUqWvNgRFRkby8uVLXr58yY4dO+jQoQP79u1T1gcaOHAgv/32G/v371cWDBYE4esmgpAgCMIXSpIkihcvjre3N3ny5AHg/v37TJkyhWvXrn3SMCRJEj/++CPt27dXwtDSpUvx9/f/ZG34msWVS3d1dVV6b1xcXPDy8npvCJJlmb179zJ79mwMBgNqtZq6desqpdP9/f1p164dZ86cAaBevXr06NHjk1zPpxQQEMC0adNo2rQpBQoUoECBAnh4ePD69WvAFOJXrlzJzJkzcXd3x8bGJo1bLAjCpyKKJQiCIHzBJEmiRIkSeHt7M2PGDDZv3oyfnx+tW7dmx44dFChQ4JO1xdbWloULF6LX61m/fiO3bt9jw8bN9O7dC0sLMzHPIoniQtCbc4JsbGzo1asX6dOnf+9+er2emTNnotfrUalUDBgwgKpVqwKm4gnjxo3j2LFjADg4ONCvXz+cnZ0/yTWltqdPn+Lt7Y0sy+zatUu5zv+qWLEiGzduJFu2L2eNK0EQUo4IQoIgCF+4uDLWv/zyC+fOnePRo0fcu3eP5cuXM23aNGUY1Kdga2tL37792H36Ba+1joxZcpEjNxbw+8zupHOyFWEokWJjY1m1ahVDhgxRQlDz5s2ZPXs2zs7OqFTvHtih1+uZMmWK0ttTsWJFJk+ejIWFBQEBAXTs2FFZVNXBwYEVK1ZQr169T3ZdqcloNDJ06FA2b94c7+cODg60bdtWWRDV3NycgQMHihAkCN8wEYQEQRC+Evnz58fb25sWLVrw7NkzFixYgFarpUePHgQHB3Pnzh0ALl68mKrtKFWqNMVKlOXoBX9idbDv4HFmzQ6jV/cuYkHKBDIajezatYu5c+dy9uxZZQ7Px+YEAUovyLRp09DpdEiSxPDhw5VS2aNGjeLgwYMAqNVqRo4cSfPmzd8bqr4kO3fu5Pz58+zatQswlZtXqVTY2NiwbNmyr+Y6BUFIGSIICYIgfEXKlCmDh4cHv/76KzqdjoULF+Lt7U1MTAxhYWHxtpVlGb1ejyzLHwwnsixjNMoYZRkJUKkkJEnCaJSVfVUq0/6SZHotX/58HL8UiNFoRKfV8uuMXzl8YA+bN28me/bsIgx9gNFo5OTJk7Rt21ZZKFelUtG8efOPhiD4/5C4uBDUu3dvatWqBcCLFy+4fv06YOohWbJkCfXq1fviwkHcZ/fvv/8mNDRU+fn06dOVwA8wa9YsGjRogEajIUeOHF/cdQqCkLpEEBIEQfjKjBs3DnNzc1avXs2zZ88IDg4GUG4CjUYjYJon0qBBA+bNm/fBYVExsTpGTN/MwVO3MNOoGdSlDpkyOLB660lu3vMnX+5MdGpVmTqVCmFubvpnRUKC/2Sdc+fO0bp1ayZMmPBF3nynNqPRyL59+7hw4QLLly9XQlDVqlUZMGAAtWrVwt7e/r37y7KMr68vK1eu5MKFC8q+M2bMwMrKClmWGTZsmNIjOG7cONzc3L6YUGoK5KbP7v379+natSvnz59Hq9W+tW2VKlUoUaIEHTt2/GhwFATh2yWCkCAIwlfGysqKiRMn0qVLF0JCQuK9FhUVRZ8+fbhy5QqyLHPnzh1mzZpFxYoVsbOze+fxjEaZpwGvuHXfH7VaxZJ1R3jwNIigV+EAXLvzjONn7zJ/fDta1S8Tf2dJwsXFhchYB0Jfv+DchXM029QMD70HyxsuR60Sa7SA6SZ///79tGjRQglAAMWKFWPHjh0fDEBx+9+9e5dWrVpx48YNwNQ7N3ToUKytrQHYtGkTf/31FwB2dnaUKFHiiwlBABERETRr1oyXL1/y6tUrnj17prz25nU4OTkxe/ZsypQp867DCIIgKEQQEgRB+ErlzJmTnDlzvvXzXbt28ejRIwYNGsS5c+c4dOgQkyZN4tdff/3ojbHBYOTs1Yfkz52JIgWycv2OH0Gvwgl6Fc783/dTsVResmSMvw5N3rx56T5sEV6es/Fp6INutI5VrCLsUBje1by/6Z6huBLnz549Y8KECUoIqlChAiVKlKBv377vDahvio6Opn379koIypIlC+7u7lSvXh2Aly9fMmPGDMLDTeF10qRJymuJaaePj89b4fq/XF1dlXV4khK0/lv2XavVcvToUfbv38/x48fR6/XKa1myZGHp0qVkzpxZ+ZmNjQ0FCxZM9HkFQfj2iCAkCILwjXFxccHFxYWhQ4fSsWNHYmNj+eOPPyhRogSNGzf+aO9DvlwZWTu3O0XyZ+X3LScYNs2byKhYrt/14/rdZ2TK8PaCnHXr1KFxgzoUuVuEp8anIMNfd/9i3qV5DBgwALX62+oZ0uv1nDx5kuPHj/PPP/8QFBSEr68vYFrXZs+ePQkKQHHHmjNnDlevXgUga9asbNq0iYoVKwKmENSxY0euXLkCmNYL8vDw+GhIiQskgYGBeHt7s3HjRm7cuEFERMQH98uZMyffffcd/fv3x9bWlkqVKilrF/1XXBtkWSY8PJwzZ86wZcsWrl27pmyj0+m4fPkyBoMBMA3xrFChAjY2NowdO5ZKlSp97C0SBEF4JxGEBEEQvlEtWrTg0qVLTJ8+naCgIDp06IC7uzuLFy/+YBgq5pqd/HkyY26uoWKpvNjbWhIZFUtMrI6nAa/fu5Crra0tawuupXFgY8JehGGcZWT0s9EcPHgQT09Pvvvuu9S61M/KrVu36N+/P8eOHUOn08V7LX369IwbNy7BIQjg7t27zJkzB51Oh0ajYfXq1UoIkmWZfv36sXv3bsD0ZzB69Oj3rj+k1+s5e/YsUVFReHp6EhoayosXL+IVIHhT4cKFlWPduXOHwMBAHj9+zOPHjzl06BBqtZoyZcpgbm5OyZIl+e6779iyZQuSJLF48WJcXV0JCQnh77//Zs6cOVy6dOm916lWqylXrhxVq1Zl/PjxShU8QRCEpBJBSBAE4RulVqvp3r07V65c4fDhw8TExLBhwwYGDBhAuXLl3ruf6o2eBKMs82bu0er079jj/6rYVOGp8Sl9R/Zlje8aYoll9+7dtGrVCk9PT8qXL/9J1z36lB4+fMj9+/cZOHAgt27dAkw9IiVLlqRcuXK0aNGCDBkyULx48QQf8/bt27Rt25aQkBAkSaJr166UL18eMIWgrVu3KiHIzs6ORYsWvdWD8uDBA+7fv4+npycRERH4+Pi8FdDANPemUaNGdOjQQflZ8eLFlSB069Ytbt++jaenJ9HR0Vy8eBGDwaCsZXT8+PF4x5s8eTJ9+vRh7ty5bN26Vfm5paXlW/OXatasSa1atahQoQLm5uZf1NwmQRA+XyIICYIgfMNy5szJzp078fLyYsSIEcTExODl5YWDgwMFChR45z5Xbj3l3sNAihTIxqUbT4iMigVAo1aRNZPTR29S7ezs8PLyol69egwZMoTnz59z5coVateuzYQJExg6dOhXE4aio6M5ceIECxYs4Pr16zx69Eh5LVu2bMyePZuGDRtiZWWV6Jt7nU7HnDlzlHLYWbNmZdy4cUpxhNevXzNu3DilvPT06dNp164d0dHRTJgwgRs3biDLMjdv3uTJkyfxji1JEkWKFMHKyoo+ffqQPn16MmTIQOnSpd/bzkKFCuHq6krz5s3RarUcO3YMvV6Pj48Pe/bsAUzh7MaNG0ro3rBhg7K/tbU11atXZ+jQoVStWvWt84jwIwhCShNBSBAE4RsWt+5Pr169WLp0KTdv3mTNmjXs2bOHn376icmTJ7+1z72Hz+kweAU5s6bjyq0nhEeaJvjnzp6BQvlcSMj9qq2tLe7u7ri4uDBw4ECuX7+OTqfj119/pUuXLmTKlCmlL/WTO3PmDGPHjuXQoUNK2WeATJkykTNnTubOnUv58uWTdIOv0+mYNWsWq1evBkwhaP369UrRAKPRSO/evbl9+zYAtWrVIn369LRo0YLQ0FCOHDny1jEzZ85Mjhw56NevH/b29tSsWVMJVQltY9x2FhYW1KlTB4AffviBiRMnAqYg5OXlxdy5c+OFwty5czN8+HC6deumfCYFQRBSmwhCgiAIAiqViq5duzJv3jyePn1KUFAQe/fuZdSoUUiq+L0zVlbmPH4WzK37/srPHO2t6dOxJnmyZzCtIZQAkiRRrVo1Tp48yaBBg/jtt9+IjIykb9++TJkyhfz586foNX4Kx44dw8vLCzBVWIsr8WxmZkaJEiXo168fJUuWxNXVNck3/FqtlpkzZzJx4kT0ej0qlYrevXtTqVIl5Xg+Pj7s3btX2Uev19O/f3+eP3+u/Mzc3JyBAwdSqlQpAIoUKULBggVTPIi8eSxJkujbty/Nmzfn1KlTys+rVKlC5syZRQASBOGTEkFIEARBQKVSMWDAAFq0aIGXlxezZs3i4sWLNG/enH79B8Xb9odqRWlSqwRb917g3sNA8ufOzI8tK1GvahHMzNToDUYyprcjX65MGI0y2TI7oVK/u0S2JEnY2NgwadIkvL29CQsLY+vWrdy7d48DBw68d1L/5yQiIoLJkyfj5+fHwYMHCQwMjPd6wYIFmThxIk2aNEmR+S0BAQFMnTpVCUFdunRhwIAB8Y777NkzZUhctWrVOHr0qPJaiRIlGDRoEHZ2djRq1AiN5tPeCkiSRLZs2XBzc/uk5xUEQfgvEYQEQRAEwBSGcubMScOGDVmwYAGxsbEcPHiQJ0/9yV22o7KdlYUZzX8ohXuT7zEaZVQqCfW/QUeSJDRqFeP7N2Vs3yamn6lMP/tQAHBwcGDGjBlMmjSJgIAAbty4wcCBAxk3btxn1zMkyzLPnj3jypUrbN++nadPn7J///541fKKFStG3759AahUqZLS05JcQUFBbNy4Ea1Wq4SgefPmKUPY3iWuSIGFhQUDBw6kW7du5M6dW/S+CILwzUv0KnbHjh2jcePGuLi4IEmSsko1mMYsjxgxgqJFi2JjY4OLiwsdO3bE398/3jFevXqFh4cH9vb2ODo60rVr17fWJbh69SpVqlTB0tKS7Nmz8+uvvybtCgVBEIREqVy5MmvWrKF06dIA3L9/n2PHjsXbRkJCo1Fjbq5Bo1HHG04lSf9/zdxcg9m/r3+IlZUV3bt3Z926ddjZ2WEwGFi/fj2tW7fm7t27qXOhiWA0GvH39+fhw4eMHDmSMmXK0LJlS1auXMm+ffuQZRkLCwuGDRvGggUL2LJlC127duWnn35ShsEll06nY+DAgYwZMwaDwUC6dOmYNm3aB0NQXNsBqlatyuTJk8mTJ48IQYIgCCShRygyMpLixYvTpUsXWrRoEe+1qKgoLl68yNixYylevDivX79mwIABNGnShPPnzyvbeXh4EBAQwP79+9HpdHTu3Jnu3buzfv16AMLCwqhbty61a9dmyZIlXLt2jS5duuDo6Ej37t2TecmCIAjCh6jValq1akWmTJmoU6cOWp2BmJgYsJZJUCWEJJIkiQoVKvDLL78wY8YMAgICuHbtGq1bt2bt2rUULFgwTarJGY1GvL296devH9HR0URHRyu9P+nSpaNAgQI0b96crFmz0rp161RZHFan0zFv3jy2bNmCwWDAzs6Ohg0bYmtr+9a20dHRhISEKN+bm5tTrFgxvLy8UKkS/fxTEAThqyXJ71v5LiE7SxLbtm2jWbNm793m3LlzlCtXjsePH5MjRw5u3bpFoUKFOHfuHGXKlAFgz549NGjQgGfPnuHi4sLixYsZPXo0gYGBymrUI0eO5K+//lIq4HxMWFgYDg4OhISEfHSVdEEQBOFter2eefPmMWbMWLSazGBmzw/169Ozcxt+qF4Uc7PUGV0tyzLHjx/H3d2dgIAAAGxsbBg1ahR9+vTBwcEhVc77Li9evGDOnDksXryY8PBwwLSejkajoVOnTvTq1YuMGTO+t1fmff/EJrZHZv78+QwfPhydTodKpWLu3Ll0794dCwuLeNtFRkbSv39/Nm7cSHR0NAC//PILAwcOxMbGJlHnFARB+FKFhYXh6OhIaGjoB3NAqs8RCg0NRZIkHB0dAVMlG0dHRyUEAdSuXRuVSsWZM2do3rw5Pj4+VK1aVQlBAPXq1WPGjBm8fv0aJyent84TGxtLbGys8n1YWFjqXZQgCMI3QKPRMHDgQIxGI2PHjkUX9ZhHl3XUKD861UIQmEJClSpVWL9+PZ06deLp06dERkYyceJENm/ezMaNG9+7xlFS+fr6sm7durd+fuTIkXilpmvVqsWKFSuws7PDwcHho70//s9D8P77LKHh0ajVKupVLUKZorkT1bH28OFDli1bpoSg9u3b07lz57dCUNzQudWrV2M0GtFoNBQuXJiOHTuKECQIgvAOqRqEYmJiGDFiBO7u7koaCwwMJGPGjPEbodHg7OysVNoJDAwkd+7c8baJW1MiMDDwnUFo2rRpyjoFgiAIQsrQaDQMGjSIM2fOsG3bNu7evUvPnj3p06cPFSpUSLW5JpIkUbVqVc6ePcvo0aNZu3YtMTExXLlyhdatW7Nlyxby5cuXIud/8OABbm5uXLp06b3b2NnZ0a1bN4YOHaqs1ZMQ/s9DmP/7fp74v8LCXIOzoy2li+SCBJYYf/jwIW5ubty6dQuAtm3bsnDhwreGxMmyzOnTp9m6dStGoxEzMzMmTpxIz549lQeRgiAIQnypNlhYp9Ph5uaGLMssXrw4tU6jGDVqFKGhocrX06dPU/2cgiAI3wIzMzOGDRuGmZkZRqORDRs24ObmxvHjx9HpdKl2XkmSyJAhA/Pnz+eff/7BxcUFgOvXrytFFAwGQ5KOLcsyMTExbNq0KV4IMjc3x8rKKt6Xk5MTixcvZsaMGWTOnBlZlhP8lRyPHj2iTZs2XLhwAYCMGTPSr1+/d4agkydP0q5dO0JCQpAkiQkTJjBkyBARggRBED4gVXqE4kLQ48ePOXToULyxeZkzZ+bFixfxttfr9bx69Up5ypY5c+Z4i74ByvfvexJnYWHx1jABQRAEIWWUKlWKWbNmsWTJEm7duoW/vz/NmjWjRYsWzJ8/P1WHXllZWVGtWjU2btxI27Zt8ff359q1a1StWpUBAwaYFn39QM+QLMvodLp4weTp06d07NiRS5cuERurBY0dWDjRsJU7+fIVwMbKglzZ0lM4vwvpnezJli0rKpUKWZbRG4z4Pn7B+WuPiInVUSivC4XyuXD28gPuP3mBWqWiTNFclCySM0nXK8syT548oU2bNkqhoQwZMrB27VrKlSv31vbh4eF06dIFPz8/AAoVKkSnTp3SpLCEIAjClyTFg1BcCLp37x6HDx8mXbp08V6vUKECISEhXLhwQSnNeujQIYxGI99//72yzejRo9HpdMov8v3791OgQIF3DosTBEEQUpe5uTn9+vWjbt26tG7dmhs3bhASEsKqVauQZZl58+Zha2ubqkPlKlWqxIYNG5QiCkFBQSxdupS2bduSJ0+ed+4XGxvLli1bmDNnTry5o5GRkabh2JI5OBSDug6wwodt0Z7wY10099NhY21B0QLZmDioGdmymQJKrFbP2m0+zFjyN4/9X2E0GHF2sqFp7ZI8eBrEYZ/bWJhrGNuvCSUK5Uj0dcqyzNOnT3Fzc+PcuXPA/0NQrVq13np/DQYD169fVx4wFi5cmM2bN5MlS5ZEn1sQBOFbk+ihcREREVy+fJnLly8DpvHLly9f5smTJ+h0Olq1asX58+dZt24dBoOBwMBAAgMD0Wq1ALi6uvLDDz/QrVs3zp49y8mTJ+nbty9t27ZVhj20a9cOc3Nzunbtyo0bN9i0aRPz589n8ODBKXflgiAIQqIVKFCAffv2MXXqVGWo3OrVq/n+++85fPhwqp47rojCqVOn+OmnnwBTz878+fN58OBBvB4fWZa5evUqgwYNolOnTly6dAlfX18ePnzIw4cPefHiBSqVGsk2FzgUgZ6+YKeDDNFIHncxGmVCw6M5eeE+s1fsJfh1BDJw5pIvUxftwvdJEHq9ASQICY1izbZTnDx/P1nXF9cT9K4QVLt27XghSJZlLl68SK9evWjWrBlhYWFYWFiwevVqChYsmKx2CIIgfCsS3SN0/vx5atSooXwfF05+/PFHJkyYwI4dOwAoUaJEvP0OHz5M9erVAVi3bh19+/alVq1aqFQqWrZsiaenp7Ktg4MD+/bto0+fPpQuXZr06dMzbtw4sYaQIAjCZyBz5swMHjwYSZIYN24cWq2W27dvM2fOHMqVK4eNjU2qLtiZI0cOBg8ezI4dO3j+/DkLFizg2LFjbN68WekZunDhgjJEG0ClUlGvXj2GDh1K+vTpAdDqDPx99C5Hzj3i6oMnvKrpBxJMrN6N4E4ZWbTmEHq9kZv3/Hns9xIHOysO+dzGL/A1AE4O1ozq3YjKZfKxassJVm05meRrMhqNeHp6Mm/ePJ48eQJA+vTpWbNmzVshCODEiRO4u7vHW7A8T548ZM+ePcltEARB+NYkOghVr179gxNAEzI51NnZWVk89X2KFSvG8ePHE9s8QRAE4RMwMzNj0KBBVK1ald69e3P58mV2795N5cqVmTVr1juHcaWkAgUK0KNHD5YuXcrz58+5cuUKtWvXVoZj+/v7K3NLc+XKRadOnRgxYkS8uaSyLFOieDEGRsfy4tWP7Pc9ADEapEuZOHDjNEaj6d8zrU5PZFQsOp0B/+evMRiNABTOnxX3xt/jkskRC3MNB07e5MGToERfS1wI+vnnn00L12IKQWvXrqVOnTpvvY9RUVHMnj1bCUF58+alS5cueHh4kCFDhkSfXxAE4VuV6usICYIgCF8nMzMzypcvz6BBg+jWrRtarZarV6/Srl07unXrxuTJk1M1DE2YMIGaNWvStm1bAgMDefLkidKbEid//vxs3ryZokWLvvMYL16GsWnXWXYevMyzgNc8Dw4lIjIW4zse6sn8+7Dv35cszM3QaEzrCNlYW2BjlfiCPQaDAU9PT0aPHq2EIA8PD37++WdcXV3jn1+WuXHjBp6enuzcuROAokWLsnnzZvLnz5/ocwuCIHzrUq18tiAIgvBtcHd358CBA0oBnODgYFasWMGBAwdS/dxVq1bl0KFDdO/ePV7oqlWrFqtXr2b37t3vDEGyLBMWEc3E+dsZPt2bI6dvYzAacW9SniVTOzKs+w9YmMd/VmimUZMxnT0qtek8j58Fc+dBALFaPRevP8b/+etEt1+r1bJgwQIlBHXo0IFFixa9FYIAjh49St26dVmxYgWyLCu9ciIECYIgJI0IQoIgCEKyaDQaKleuzLZt25R5o0FBQXh4eLBv375UP3/BggWZM2dOvDB08OBBpk2bxt27dzlx4gQnTpzg7t278fYLehnOmcsP0OuNqFQqShbKQfN6pbC1tuT8tUfodPHXKDIzU1OxTD6cHUylwh88CaLT0JXU9pjJ4MkbeRkSmah2GwwGli9friwm3qFDBxYuXIidnd1b244fP17p+QLTfKCJEyfSvn37RJ1TEARB+D8xNE4QBEFIEdmyZaNfv34cP36cc+fOERwcTPv27Vm3bh116tRJ1XNbW1sze/ZsLCws8Pb2JjAwkNu3b1O/fv147VuyZAnVq1c3LZZqaa6EGoPByNY9F9i65wIqSSJ9OjvMzTXExJoWjJUBlSRRpWw+OrWszKK1h4iIiuXRs2CeBb6iQJ4s6HT6BIchf39/NmzYwJgxY4iNjUWtVjN8+PB3hqAjR46wbNkypUR2iRIllMIQqTn0UBAE4WsneoQEQRCEFJMjRw68vb0pW7YsYBomFzfnJSHFdJLD2tqauXPnsm3bNkqXLo1arY73+rNnz2jcuDHDhg0jOjqaTBns6d+5DsVds2NpYYZapSK9sy1N65RkwQQPXPO6IEkQE6Mj6GUYsixjb2vFyN4NWTChPQ2qF6NGhYL8MrgF88e5kzmDw9uNkkxlvyVM/2/Q6/H09KR27doMGzaM2NhYJEmidevW5MgRf92hiIgIBg8ejLu7u1L4YcCAAfz5558iBAmCIKQASU7tf5nSSFhYGA4ODoSEhGBvb5/WzREEQfhmxC0K2rp1a2U9nPTp07NixQpq1Kjxzl6PlD5/bGwse/fuRavVotfrWbhwIefPn0en0yFJEjVr1sTJyYkff/yR7woU47F/KDGxOlwyOeL6XRbMNGouXH9MYFAokiThmjcLeXNl4tiZO5y6eJ98uTLxXY4M5M2ZCVtbC06ev0+HQct4FvgaSwszpg1rSb9OdQgJj+LMpQdExWgxGgwc2rOF35bNR6cz9TQ5OzvTqFEjPD094/1bFRERQb9+/Vi9erXysxIlSrBly5b3Lh4rCIIgmISFheHo6EhoaOgHc4AIQoIgCEKKi1sc1MvLi1mzZgGmtXzatm3L4sWLUz0M/bctOp2OadOmMXXqVCWExLXpxx9/ZPz48WTPnv2DvSwGo5H1f52m7/i1REbFYmlpRtliucmYzp47DwK5fvcZRqNM9izOLJvagdxZrAB4/fo1ixcvJiIigp07d6LT6ZT3ol+/fpQpUyZe79WVK1cYOnQoBw8eBMDCwoKhQ4fSpUsXcuXKJXqCBEEQPkIEIRGEBEEQ0tyzZ8/w8PDg3LlzSmW0WrVqMWXKFMqVK/dJ26LX69m+fTuhoaGsXLmSixcvKkPTMmXKRKdOnRg1atR7Q5osyzx4GkSfsWs4eOoWBoPxrW0sLdRkMA+iYBYdRw4fUIYD6vV6ZRuVSkWHDh1YsGABtra2b51jw4YNShEECwsLfvnlFwYPHoxKJUazC4IgJIQIQiIICYIgpLm43pglS5YwYsQIYmNjAWjbti1Lly79pD1Db7ZJq9Xi6enJrFmzCAoyLYIqSRIeHh4sWrTorYASx2iU8X3ygq17znPszF0ePg0iVqvHXANPfa+i1voT8eIOyKZeJ41GQ+bMmQGwtbWlR48e2NnZ4ebm9s4QdPz4cdzd3QkICCBv3rxMnTqV5s2bvzXfSRAEQXg/EYREEBIEQfhsGAwG/vzzTyZMmMCtW7eQJAl3d/dPPkzuv2168OABS5cuZeHChWi1WiRJon379nh5eb03DMmyjFGW0esNGAwyMTExjBgxnJUrV4Bs6iXSaDR07dqVcuXK0bp1a1PBBEnCysrqnUPbIiMjmTt3LosXLyYgIACA+vXrs2vXLjEUThAEIZESGoRE+WxBEAQh1anValq3bs3z588ZOnQoWq2WDRs2ADBnzhwyZMjwyW/41Wo1+fLlY/r06WTJkoXRo0ej1WpZu3YtADNmzMDBwQErK6u39g0NCcFgMCDLMpMnT+b330whSKPR0KVLF8qWLUvHjh0xMzP7YBtkWSY4OJiRI0eyevVqjEZTkCpatCjz5s0TIUgQBCEViR4hQRAE4ZOJq+A2cuRIpQfGxcWF5cuXU69evTS78df/W9b6559/RqvVolKpsLOzo2HDhixcuFCZ63Pp0iUOHz7MmjVrCAsLAyA8PByDwYBGo+Hnn39m9OjRHw1AYApBhw8fpnPnzvj5+WE0GjEzM6Nr164MGjSIfPnypeo1C4IgfK3E0DgRhARBED5Ler2eBQsWMH78eCIiIgDIkCEDa9asoU6dOmkahubNm8fkyZOJiopCr9djZ2dHuXLluHLlCgDR0dFERr69aKparWbkyJGMHTsWc3Pzj54rPDyc5cuXM2vWLAIDAwGwsbFh9OjRDBkyJEFBShAEQXg3EYREEBIEQfhs6fV67t27x48//sj58+cBUxgaPnw4P/30Ew4O71ic9BPQ6XQEBQUxcOBAtmzZEu81jUajhJwCBQpQrVo15bXcuXPTo0ePj4YgWZYJCQmhf//+bNiwQRkKV7x4cdasWUOBAgVECBIEQUgmEYREEBIEQfjsPXz4EDc3Ny5cuACYKrc1a9aMfv36UalSpU8aCgIDA/nrr794+fIlv/76K+Hh4QBUrFiRYsWKUb58eWrUqAGYem+cnZ0TdfywsDBWrVqFp6cnjx49wmg0Ym5uTtu2bRk9erQYCicIgpBCRBASQUgQBOGL8PDhQyZOnMimTZuU8tr29vbUq1ePJUuW4OTklOptCAwMxMPDg8OHD8f7ee3atVmzZg2ZMmVK1vFPnTrFvHnz2Lp1qzLfyNLSkl9++YX+/fuLXiBBEIQUJIKQCEKCIAhfDL1ez2+//cbixYu5evWqEhaaNm3K4MGDqVixYqqspSPLMgcPHmTatGlKCLK3t6dBgwY4Ojoyfvz4ZIegsLAwWrVqxYEDBwDTIqktW7ZkyJAhFClSRIQgQRCEFCaCkAhCgiAIX5ygoCC2bNnC0KFDiY6OBkzBpE6dOixZsgRnZ+cUK6YgyzKrVq2if//+SgEEBwcHli9fTsuWLVPkPGfOnGHOnDls2bIFWZYpWrQovXv3pmvXrmg0YgULQRCE1CCCkAhCgiAIXySDwcDq1avx9PTk6tWrys/z58/PpEmTcHNzS5Hz+Pj4ULduXSUElStXjmHDhtGiRYsUCUFhYWE0adKEY8eOAaaeoNWrV6dY+wVBEIR3S2gQUn3CNgmCIAjCR6nVarp06cK+fftYvHgxNjY2ANy9e5fp06fz6tWrZJ9DlmVmz56thKAmTZqwe/fuFOkJkmWZCxcu0L17dyUEFSpUiDlz5tCyZctkt10QBEFIGSIICYIgCJ+ljBkz0r17d44cOULt2rUBuHz5Mp06dUpWGHrx4gVLlixh3759ABQtWpTff/89xYoy/P3339StWxdvb2/AVBRh6tSp9OrVK1XmOQmCIAhJI4KQIAiC8NmSJInSpUszZswYbG1tAdi1axfbtm0jqSO7jx8/Tp8+fZTFXPv374+jo2OKtDc0NJRffvmF169fA6b1hmbPnk2jRo1S5PiCIAhCyhFBSBAEQfjsValShYULFyphaNiwYQwYMCDRYSgoKIjly5cDpiIMbdq0oVmzZikyHG7Xrl3UrVuXc+fOAVCpUiUOHDhAz549UanEP7eCIAifG/GbWRAEQfjsSZJEhw4dqFu3LgAhISEcPHiQkJCQBB9Dr9fTtWtXZUjc999/z/r160mXLl2y2hYSEsLmzZv58ccflRBkZWXFhAkTcHFxSbEqd4IgCELKEkFIEARB+CJIkoSXlxcTJ04E4NatWzRs2JBTp04laP/Xr19z/fp1AOzs7OjcuXOSQ4osy9y9e5dNmzbRsGFD3N3dleFwlSpVYseOHdSsWVOEIEEQhM+YCEKCIAjCFyNTpkzUq1cPa2trAE6fPs2VK1c+OkROp9PRvXt3Hj16BMD8+fNp06ZNktoQHBxM7969+f7772nXrh0+Pj7Isoy1tTV16tRh48aNIgQJgiB8AUQQEgRBEL4oZcqUYcuWLRQtWhSAsf9r7/5jor4PP46/Dg8O0HEnMLieBbWr01adYTIdre2yyKrUtHMzW7SMutW00WLV1TDWNHa/0mltU7VNZ38kbbeU6maibnNdGRMtmiBWBBHbUjudOFckE+GgWgTu/f2jXz7z/NW6Aof3fj6SS7zP+83x/vDKnffKB963YoWWL1/uXJG5lFAo5FwNGjZsmLKzs6+6qJw+fVobNmzQ7Nmz9cILL6itrU3GGI0YMULf+ta3tGnTJv3lL3/RiBEjKEEAcA3gY60BANeUmJgYzZw5U7/73e908OBBtbS0aO3ataqtrdWXv/xlSdLQoUP1y1/+0vkMoo6ODnV1dcnlcmnt2rW6+eabP/P36+np0ZEjR/Tggw9q586d6unpkfRJoSouLtZ9992n1NRUxcbG9v3JAgD6DUUIAHBNWr16tW644QatWbNGZ8+e1c6dO7Vz505Jn3x2z7hx43TkyBGdOXNG7733no4fPy5J2rFjh7KyspSenq7GxkZt2LDhosf2+XxasGCB3G63SktL9fDDD6utrU2SlJiYqGnTpumhhx5SXl4eO8IBwDXKZf7XD2IY5ILBoLxer1pbW5WUlBTp5QAA+kFPT4+2bt2qf/zjH5I++Ryfp556Sl1dXYqNjVV3d/cl/34oISFBQ4YMUU9Pj86ePXvRuMvlUmJiolwulzo7O52rSWlpaVqzZo1mz56t+Pj4fj8/AMDVCwaD8vl8amtru2IP4IoQAOCaNWTIEM2ZM8e5HwwGVVNTo6qqKueY2+3Wvffeq6FDh+q1117T6dOnFQwGnV9xc7vduvHGGzV37lydOnVKJSUlMsbozJkz6uzslPRJMZo5c6Zeeukl+f1+rgIBQBTgihAAIKp89NFHYVd5XC6XfD6fYmJi1Nraqp6eHr3++utqbm6WJAUCAd1zzz3yer3q6elxNkEoLy9XXV2dJMnj8WjRokVKTU2NyDkBAD67z3pFiCIEAAAAIGp81iLEtX0AAAAA1qEIAQAAALAORQgAAACAdShCAAAAAKxDEQIAAABgHYoQAAAAAOtQhAAAAABYhyIEAAAAwDoUIQAAAADWoQgBAAAAsA5FCAAAAIB1KEIAAAAArEMRAgAAAGAdihAAAAAA61CEAAAAAFiHIgQAAADAOhQhAAAAANahCAEAAACwDkUIAAAAgHUoQgAAAACsQxECAAAAYB2KEAAAAADrUIQAAAAAWIciBAAAAMA6FCEAAAAA1qEIAQAAALAORQgAAACAdShCAAAAAKxDEQIAAABgHYoQAAAAAOtQhAAAAABYhyIEAAAAwDoUIQAAAADWoQgBAAAAsA5FCAAAAIB1KEIAAAAArEMRAgAAAGAdihAAAAAA61CEAAAAAFiHIgQAAADAOhQhAAAAANahCAEAAACwDkUIAAAAgHUoQgAAAACsQxECAAAAYB2KEAAAAADrUIQAAAAAWIciBAAAAMA6FCEAAAAA1qEIAQAAALAORQgAAACAdShCAAAAAKxDEQIAAABgHYoQAAAAAOtQhAAAAABYhyIEAAAAwDoUIQAAAADWoQgBAAAAsA5FCAAAAIB1rroIVVRU6K677lIgEJDL5dLWrVsvO3fhwoVyuVxau3Zt2PGWlhbl5+crKSlJPp9PCxYsUEdHR9icuro63XbbbYqPj1dGRoZWr159tUsFAAAAgEu66iL00UcfadKkSXruueeuOG/Lli3as2ePAoHARWP5+fk6dOiQysrKtG3bNlVUVOiBBx5wxoPBoO644w6NHDlS1dXVevLJJ/Xzn/9cL7744tUuFwAAAAAu4r7aL8jLy1NeXt4V55w4cUIPPfSQSktLNWvWrLCxd999V2+++abefvttZWdnS5KeffZZ3XnnnXrqqacUCARUUlKic+fO6eWXX1ZcXJzGjx+v2tpaPf3002GF6XydnZ3q7Ox07geDwas9NQAAAACW6PO/EQqFQiooKFBRUZHGjx9/0XhlZaV8Pp9TgiQpNzdXMTExqqqqcubcfvvtiouLc+bMmDFDDQ0NOn369CW/78qVK+X1ep1bRkZGH58ZAAAAgGjR50XoiSeekNvt1pIlSy453tTUpLS0tLBjbrdbycnJampqcuakp6eHzem93zvnQo888oja2tqc2/Hjxz/vqQAAAACIUlf9q3FXUl1drXXr1mn//v1yuVx9+dCfyuPxyOPxDOj3BAAAAHBt6tMrQrt27VJzc7MyMzPldrvldrt17NgxLV++XKNGjZIk+f1+NTc3h31dd3e3Wlpa5Pf7nTknT54Mm9N7v3cOAAAAAPyv+rQIFRQUqK6uTrW1tc4tEAioqKhIpaWlkqScnBy1traqurra+bry8nKFQiFNnTrVmVNRUaGuri5nTllZmcaOHavhw4f35ZIBAAAAWOiqfzWuo6NDH3zwgXP/6NGjqq2tVXJysjIzM5WSkhI2PzY2Vn6/X2PHjpUk3XTTTZo5c6buv/9+Pf/88+rq6tLixYs1d+5cZ6vte+65R7/4xS+0YMECFRcXq76+XuvWrdOaNWs+z7kCAAAAgKT/oQjt27dP3/zmN537Dz/8sCRp/vz5evXVVz/TY5SUlGjx4sWaPn26YmJiNGfOHD3zzDPOuNfr1d/+9jcVFhZq8uTJSk1N1WOPPXbZrbMBAAAA4Gq4jDEm0ovoD8FgUF6vV62trUpKSor0cgAAAAAMgGAwKJ/Pp7a2tiv2gD7fPhsAAAAABjuKEAAAAADrUIQAAAAAWIciBAAAAMA6FCEAAAAA1qEIAQAAALAORQgAAACAdShCAAAAAKxDEQIAAABgHYoQAAAAAOtQhAAAAABYhyIEAAAAwDoUIQAAAADWoQgBAAAAsA5FCAAAAIB1KEIAAAAArEMRAgAAAGAdihAAAAAA61CEAAAAAFiHIgQAAADAOhQhAAAAANahCAEAAACwDkUIAAAAgHUoQgAAAACsQxECAAAAYB2KEAAAAADrUIQAAAAAWIciBAAAAMA6FCEAAAAA1qEIAQAAALAORQgAAACAdShCAAAAAKxDEQIAAABgHYoQAAAAAOtQhAAAAABYhyIEAAAAwDoUIQAAAADWoQgBAAAAsA5FCAAAAIB1KEIAAAAArEMRAgAAAGAdihAAAAAA67gjvYD+YoyRJAWDwQivBAAAAMBA6X3/39sHLidqi9CpU6ckSZmZmRFeCQAAAICB1t7eLq/Xe9nxqC1CycnJkqTGxsYr/gAw8ILBoDIyMnT8+HElJSVFejn4f+QyeJHN4EU2gxO5DF5kM3hFUzbGGLW3tysQCFxxXtQWoZiYT/78yev1XvNhRqukpCSyGYTIZfAim8GLbAYnchm8yGbwipZsPsuFEDZLAAAAAGAdihAAAAAA60RtEfJ4PPrZz34mj8cT6aXgAmQzOJHL4EU2gxfZDE7kMniRzeBlYzYu82n7ygEAAABAlInaK0IAAAAAcDkUIQAAAADWoQgBAAAAsA5FCAAAAIB1KEIAAAAArBO1Rei5557TqFGjFB8fr6lTp2rv3r2RXlJUW7lypb72ta/pC1/4gtLS0jR79mw1NDSEzfn4449VWFiolJQUDRs2THPmzNHJkyfD5jQ2NmrWrFlKTExUWlqaioqK1N3dPZCnEtVWrVoll8ulZcuWOcfIJXJOnDihH/zgB0pJSVFCQoImTpyoffv2OePGGD322GO67rrrlJCQoNzcXB0+fDjsMVpaWpSfn6+kpCT5fD4tWLBAHR0dA30qUaWnp0crVqzQ6NGjlZCQoC996Uv61a9+pfM3WSWb/ldRUaG77rpLgUBALpdLW7duDRvvqwzq6up02223KT4+XhkZGVq9enV/n9o170rZdHV1qbi4WBMnTtTQoUMVCAR077336t///nfYY5BN//i05835Fi5cKJfLpbVr14YdtyobE4U2btxo4uLizMsvv2wOHTpk7r//fuPz+czJkycjvbSoNWPGDPPKK6+Y+vp6U1tba+68806TmZlpOjo6nDkLFy40GRkZZvv27Wbfvn3m61//urnllluc8e7ubjNhwgSTm5trampqzBtvvGFSU1PNI488EolTijp79+41o0aNMl/5ylfM0qVLnePkEhktLS1m5MiR5oc//KGpqqoyR44cMaWlpeaDDz5w5qxatcp4vV6zdetWc+DAAXP33Xeb0aNHm7NnzzpzZs6caSZNmmT27Nljdu3aZW688UYzb968SJxS1Hj88cdNSkqK2bZtmzl69KjZtGmTGTZsmFm3bp0zh2z63xtvvGEeffRRs3nzZiPJbNmyJWy8LzJoa2sz6enpJj8/39TX15sNGzaYhIQE88ILLwzUaV6TrpRNa2uryc3NNb///e/Ne++9ZyorK82UKVPM5MmTwx6DbPrHpz1vem3evNlMmjTJBAIBs2bNmrAxm7KJyiI0ZcoUU1hY6Nzv6ekxgUDArFy5MoKrsktzc7ORZN566y1jzCcvjLGxsWbTpk3OnHfffddIMpWVlcaYT568MTExpqmpyZmzfv16k5SUZDo7Owf2BKJMe3u7GTNmjCkrKzPf+MY3nCJELpFTXFxspk2bdtnxUChk/H6/efLJJ51jra2txuPxmA0bNhhjjHnnnXeMJPP22287c/76178al8tlTpw40X+Lj3KzZs0y9913X9ix7373uyY/P98YQzaRcOEbur7K4De/+Y0ZPnx42GtZcXGxGTt2bD+fUfS40pvtXnv37jWSzLFjx4wxZDNQLpfNv/71LzNixAhTX19vRo4cGVaEbMsm6n417ty5c6qurlZubq5zLCYmRrm5uaqsrIzgyuzS1tYmSUpOTpYkVVdXq6urKyyXcePGKTMz08mlsrJSEydOVHp6ujNnxowZCgaDOnTo0ACuPvoUFhZq1qxZYT9/iVwi6U9/+pOys7P1ve99T2lpacrKytJLL73kjB89elRNTU1h2Xi9Xk2dOjUsG5/Pp+zsbGdObm6uYmJiVFVVNXAnE2VuueUWbd++Xe+//74k6cCBA9q9e7fy8vIkkc1g0FcZVFZW6vbbb1dcXJwzZ8aMGWpoaNDp06cH6GyiX1tbm1wul3w+nySyiaRQKKSCggIVFRVp/PjxF43blk3UFaH//Oc/6unpCXvTJknp6elqamqK0KrsEgqFtGzZMt16662aMGGCJKmpqUlxcXHOi2Cv83Npamq6ZG69Y/jfbNy4Ufv379fKlSsvGiOXyDly5IjWr1+vMWPGqLS0VIsWLdKSJUv029/+VtJ/f7ZXei1rampSWlpa2Ljb7VZycjLZfA4//elPNXfuXI0bN06xsbHKysrSsmXLlJ+fL4lsBoO+yoDXt/738ccfq7i4WPPmzVNSUpIksomkJ554Qm63W0uWLLnkuG3ZuCO9AESfwsJC1dfXa/fu3ZFeivWOHz+upUuXqqysTPHx8ZFeDs4TCoWUnZ2tX//615KkrKws1dfX6/nnn9f8+fMjvDq7/eEPf1BJSYlef/11jR8/XrW1tVq2bJkCgQDZAFehq6tL3//+92WM0fr16yO9HOtVV1dr3bp12r9/v1wuV6SXMyhE3RWh1NRUDRky5KJdr06ePCm/3x+hVdlj8eLF2rZtm3bs2KHrr7/eOe73+3Xu3Dm1traGzT8/F7/ff8ncesdw9aqrq9Xc3KyvfvWrcrvdcrvdeuutt/TMM8/I7XYrPT2dXCLkuuuu08033xx27KabblJjY6Ok//5sr/Ra5vf71dzcHDbe3d2tlpYWsvkcioqKnKtCEydOVEFBgX784x87V1XJJvL6KgNe3/pPbwk6duyYysrKnKtBEtlEyq5du9Tc3KzMzEznPcGxY8e0fPlyjRo1SpJ92URdEYqLi9PkyZO1fft251goFNL27duVk5MTwZVFN2OMFi9erC1btqi8vFyjR48OG588ebJiY2PDcmloaFBjY6OTS05Ojg4ePBj2BOx98bzwDSM+m+nTp+vgwYOqra11btnZ2crPz3f+TS6Rceutt160xfz777+vkSNHSpJGjx4tv98flk0wGFRVVVVYNq2traqurnbmlJeXKxQKaerUqQNwFtHpzJkziokJ/+9xyJAhCoVCkshmMOirDHJyclRRUaGuri5nTllZmcaOHavhw4cP0NlEn94SdPjwYf39739XSkpK2DjZREZBQYHq6urC3hMEAgEVFRWptLRUkoXZRHq3hv6wceNG4/F4zKuvvmreeecd88ADDxifzxe26xX61qJFi4zX6zU7d+40H374oXM7c+aMM2fhwoUmMzPTlJeXm3379pmcnByTk5PjjPdu03zHHXeY2tpa8+abb5ovfvGLbNPcx87fNc4YcomUvXv3GrfbbR5//HFz+PBhU1JSYhITE81rr73mzFm1apXx+Xzmj3/8o6mrqzPf/va3L7k9cFZWlqmqqjK7d+82Y8aMYYvmz2n+/PlmxIgRzvbZmzdvNqmpqeYnP/mJM4ds+l97e7upqakxNTU1RpJ5+umnTU1NjbPzWF9k0NraatLT001BQYGpr683GzduNImJidfkNsAD6UrZnDt3ztx9993m+uuvN7W1tWHvCc7fZYxs+senPW8udOGuccbYlU1UFiFjjHn22WdNZmamiYuLM1OmTDF79uyJ9JKimqRL3l555RVnztmzZ82DDz5ohg8fbhITE813vvMd8+GHH4Y9zj//+U+Tl5dnEhISTGpqqlm+fLnp6uoa4LOJbhcWIXKJnD//+c9mwoQJxuPxmHHjxpkXX3wxbDwUCpkVK1aY9PR04/F4zPTp001DQ0PYnFOnTpl58+aZYcOGmaSkJPOjH/3ItLe3D+RpRJ1gMGiWLl1qMjMzTXx8vLnhhhvMo48+GvYmjmz6344dOy75/8r8+fONMX2XwYEDB8y0adOMx+MxI0aMMKtWrRqoU7xmXSmbo0ePXvY9wY4dO5zHIJv+8WnPmwtdqgjZlI3LmPM+KhsAAAAALBB1fyMEAAAAAJ+GIgQAAADAOhQhAAAAANahCAEAAACwDkUIAAAAgHUoQgAAAACsQxECAAAAYB2KEAAAAADrUIQAAAAAWIciBAAAAMA6FCEAAAAA1vk/uv9LdFQ2+GsAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from skimage import draw, io\n",
    "import pickle\n",
    "\n",
    "import Flatmap\n",
    "import nrrd\n",
    "outpx,outpxHeader = nrrd.read(\"../resource/outpx.nrrd\",index_order='F')\n",
    "outpy,outpyHeader = nrrd.read(\"../resource/outpy.nrrd\",index_order='F')\n",
    "flatmapim = io.imread(\"../resource/flatmapedge.png\")\n",
    "\n",
    "\n",
    "\n",
    "x=[]\n",
    "y=[]\n",
    "c=[]\n",
    "neuronbilateral=[]\n",
    "neuronipsi=[]\n",
    "neuroncontra=[]\n",
    "\n",
    "for neuron in tqdm(filteredNeurons, desc=\"Processing Neurons\", unit=\"neuron\"):\n",
    "        # print(neuron)\n",
    "    point = [neuron['xyz'][0],neuron['xyz'][1],11400-neuron['xyz'][2] if neuron['xyz'][2]>5700 else neuron['xyz'][2]]\n",
    "    point=[point[0]/20,point[1]/20,point[2]/20]\n",
    "        # p2d = map2Flatmap(flatenPara,np.array(p[1])*2,True)\n",
    "    p2d= Flatmap.map2FlatmapIndex(None,np.array(point)*2,outpx,outpy)\n",
    "    neuron['p2d']=p2d\n",
    "    x.append(p2d[0])\n",
    "    y.append(p2d[1])\n",
    "    if neuron['SSpterminalleft']!=0 and neuron['SSpterminalright']!=0:#双侧\n",
    "        c.append([1,0,0])\n",
    "        neuronbilateral.append(neuron)\n",
    "    elif (neuron['xyz'][2]>5700 and neuron['SSpterminalright']!=0) or  (neuron['xyz'][2]<5700 and neuron['SSpterminalleft']!=0):#同侧\n",
    "        c.append([0,1,0])\n",
    "        neuronipsi.append(neuron)\n",
    "    else:\n",
    "        neuroncontra.append(neuron)\n",
    "        c.append([0,0,1])\n",
    "        print(neuron['sampleid'],neuron['name'],neuron['region'],neuron['SSpterminal'],neuron['SSpterminalleft'],neuron['SSpterminalright'],neuron['xyz'],neuron['p2d'])\n",
    "        #对侧\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.scatter(x,y,s=2,c=c,marker='o')\n",
    "plt.imshow(flatmapim)\n",
    "plt.show()  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "39b0e8db",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "642 2164 43\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 2000x1500 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(len(neuronbilateral),len(neuronipsi),len(neuroncontra))\n",
    "regionsb = [neuron['region'] for neuron in neuronbilateral]\n",
    "regionsc = [neuron['region'] for neuron in neuronipsi]\n",
    "regionsi = [neuron['region'] for neuron in neuroncontra]\n",
    "plt.figure(figsize=(20,15))\n",
    "plt.subplot(311)\n",
    "pd.Series(regionsb).value_counts().plot.bar()\n",
    "plt.title('bilateral')\n",
    "plt.subplot(312)\n",
    "pd.Series(regionsc).value_counts().plot.bar()\n",
    "plt.title('ipsi')    \n",
    "plt.subplot(313)\n",
    "pd.Series(regionsi).value_counts().plot.bar()\n",
    "plt.title('contra')\n",
    "plt.savefig('../resource/proj2SSp.pdf',format='pdf',bbox_inches = 'tight')#保存为.svg格式\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "neuronVis",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
